Course Modules

Module 0: Getting Started

Module 0: Getting Started Module 0: Getting Started

Complete All Items

Welcome to the Course Page

Welcome to the Course Welcome to the Course 1

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Explore the Syllabus Page

Explore the Syllabus Explore the Syllabus 2

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Onboarding Survey Quiz

Onboarding Survey Onboarding Survey 3

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Module 1: Kickstarting with Excel

Module 1: Kickstarting with Excel Module 1: Kickstarting with Excel

Prerequisites: Module 0: Getting Started

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Context Module Sub Header

Introduction to Module 1 1

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1.0.1: Excelling with Excel Page

1.0.1: Excelling with Excel 1.0.1: Excelling with Excel 2

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1.0.2: Module 1 Roadmap Page

1.0.2: Module 1 Roadmap 1.0.2: Module 1 Roadmap 3

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1.0.3: Getting Ready for Virtual Class Page

1.0.3: Getting Ready for Virtual Class 1.0.3: Getting Ready for Virtual Class 4

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1.0.4: Kickstarting with Excel Page

1.0.4: Kickstarting with Excel 1.0.4: Kickstarting with Excel 5

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Context Module Sub Header

Getting Started with Excel 6

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1.1.1: Download and Install Excel Page

1.1.1: Download and Install Excel 1.1.1: Download and Install Excel 7

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1.1.2: Set Up Your Folder Structure Page

1.1.2: Set Up Your Folder Structure 1.1.2: Set Up Your Folder Structure 8

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1.1.3: Download the Kickstarter Data Page

1.1.3: Download the Kickstarter Data 1.1.3: Download the Kickstarter Data 9

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Context Module Sub Header

Viewing the Data 10

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1.2.1: Get Situated in the Big Picture Page

1.2.1: Get Situated in the Big Picture 1.2.1: Get Situated in the Big Picture 11

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1.2.2: Initial Look at the Data Page

1.2.2: Initial Look at the Data 1.2.2: Initial Look at the Data 12

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1.2.3: Filtering, Formatting, and Freezing Page

1.2.3: Filtering, Formatting, and Freezing 1.2.3: Filtering, Formatting, and Freezing 13

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1.2.4: Conditional Formatting Page

1.2.4: Conditional Formatting 1.2.4: Conditional Formatting 14

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1.2.5: Finding Averages Page

1.2.5: Finding Averages 1.2.5: Finding Averages 15

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1.2.6: Errors and Debugging Page

1.2.6: Errors and Debugging 1.2.6: Errors and Debugging 16

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Context Module Sub Header

Using Pivot Tables and Pivot Charts 17

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1.3.1: Pivoting Toward Success Page

1.3.1: Pivoting Toward Success 1.3.1: Pivoting Toward Success 18

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1.3.2: Charting the Parent Category Page

1.3.2: Charting the Parent Category 1.3.2: Charting the Parent Category 19

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1.3.3: Timing Success Page

1.3.3: Timing Success 1.3.3: Timing Success 20

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Context Module Sub Header

Using Filters and Searches to Deepen Your Analysis 21

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1.4.1: Extra Filters Page

1.4.1: Extra Filters 1.4.1: Extra Filters 22

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1.4.2: VLOOKUP Page

1.4.2: VLOOKUP 1.4.2: VLOOKUP 23

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Context Module Sub Header

Applying Descriptive Statistics and Visualization 24

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1.5.1: Measures of Central Tendency Page

1.5.1: Measures of Central Tendency 1.5.1: Measures of Central Tendency 25

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1.5.2: Measures of Spread Page

1.5.2: Measures of Spread 1.5.2: Measures of Spread 26

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1.5.3: Identifying and Addressing Outliers Page

1.5.3: Identifying and Addressing Outliers 1.5.3: Identifying and Addressing Outliers 27

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1.5.4: Visualizing Distributions with Box Plots Page

1.5.4: Visualizing Distributions with Box Plots 1.5.4: Visualizing Distributions with Box Plots 28

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Context Module Sub Header

Sharing Your Findings 29

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1.6.1: Using GitHub Page

1.6.1: Using GitHub 1.6.1: Using GitHub 30

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Context Module Sub Header

Application 31

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Module 1 Challenge Assignment

Module 1 Challenge Module 1 Challenge 100 32

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Module 1 Career Connection Page

Module 1 Career Connection Module 1 Career Connection 33

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Module 2: VBA of Wall Street

Module 2: VBA of Wall Street Module 2: VBA of Wall Street

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 2 1

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2.0.1: Make Your Way With VBA Page

2.0.1: Make Your Way With VBA 2.0.1: Make Your Way With VBA 2

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2.0.2: Module 2 Roadmap Page

2.0.2: Module 2 Roadmap 2.0.2: Module 2 Roadmap 3

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2.0.3: Getting Ready for Virtual Class Page

2.0.3: Getting Ready for Virtual Class 2.0.3: Getting Ready for Virtual Class 4

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2.0.4: VBA of Wall Street Page

2.0.4: VBA of Wall Street 2.0.4: VBA of Wall Street 5

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Context Module Sub Header

Getting Started with VBA 6

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2.1.1: Install Developer Tools Page

2.1.1: Install Developer Tools 2.1.1: Install Developer Tools 7

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2.1.2: Download the Dataset and Set Up the VBA Editor Page

2.1.2: Download the Dataset and Set Up the VBA Editor 2.1.2: Download the Dataset and Set Up the VBA Editor 8

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2.1.3: Enable Macros Page

2.1.3: Enable Macros 2.1.3: Enable Macros 9

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2.1.4: Create a Simple Test Macro Page

2.1.4: Create a Simple Test Macro 2.1.4: Create a Simple Test Macro 10

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Context Module Sub Header

Analyze Stock Data with VBA 11

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2.2.1: Create a Worksheet for Your Analysis Page

2.2.1: Create a Worksheet for Your Analysis 2.2.1: Create a Worksheet for Your Analysis 12

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2.2.2: Write Readable Code Page

2.2.2: Write Readable Code 2.2.2: Write Readable Code 13

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2.2.3: Find Total Daily Volume for DQ in 2018 Page

2.2.3: Find Total Daily Volume for DQ in 2018 2.2.3: Find Total Daily Volume for DQ in 2018 14

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2.2.4: Get DQ’s Yearly Return for 2018 Page

2.2.4: Get DQ’s Yearly Return for 2018 2.2.4: Get DQ’s Yearly Return for 2018 15

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Context Module Sub Header

Analyze Multiple Stocks 16

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2.3.1: Create a New Worksheet and Subroutine Page

2.3.1: Create a New Worksheet and Subroutine 2.3.1: Create a New Worksheet and Subroutine 17

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2.3.2: Loop Over All Tickers Page

2.3.2: Loop Over All Tickers 2.3.2: Loop Over All Tickers 18

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2.3.3: Reuse Code Page

2.3.3: Reuse Code 2.3.3: Reuse Code 19

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Context Module Sub Header

Make the Worksheet Readable 20

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2.4.1: Static Formatting Page

2.4.1: Static Formatting 2.4.1: Static Formatting 21

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2.4.2: Conditional Formatting Page

2.4.2: Conditional Formatting 2.4.2: Conditional Formatting 22

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Context Module Sub Header

Make the Worksheet Interactive 23

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2.5.1: Make a Run Button Page

2.5.1: Make a Run Button 2.5.1: Make a Run Button 24

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2.5.2: Run the Analysis for Any Year Page

2.5.2: Run the Analysis for Any Year 2.5.2: Run the Analysis for Any Year 25

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2.5.3: Measure Code Performance Page

2.5.3: Measure Code Performance 2.5.3: Measure Code Performance 26

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Context Module Sub Header

Application 27

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Module 2 Challenge Assignment

Module 2 Challenge Module 2 Challenge 100 28

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Module 2 Career Connection Page

Module 2 Career Connection Module 2 Career Connection 29

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Unit Assessment: Excel & VBA Assignment

Unit Assessment: Excel & VBA Unit Assessment: Excel & VBA 100 30

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Module 3: PyPoll with Python

Module 3: PyPoll with Python Module 3: PyPoll with Python

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 3 1

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3.0.1: The Power of Python Page

3.0.1: The Power of Python 3.0.1: The Power of Python 2

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3.0.2: Module 3 Roadmap Page

3.0.2: Module 3 Roadmap 3.0.2: Module 3 Roadmap 3

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3.0.3: Getting Ready for Virtual Class Page

3.0.3: Getting Ready for Virtual Class 3.0.3: Getting Ready for Virtual Class 4

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3.0.4: Welcome to PyPoll Page

3.0.4: Welcome to PyPoll 3.0.4: Welcome to PyPoll 5

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Context Module Sub Header

Get Started with the Command Line and Python 6

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3.1.1: The Command Line Page

3.1.1: The Command Line 3.1.1: The Command Line 7

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3.1.2: Install Python Page

3.1.2: Install Python 3.1.2: Install Python 8

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3.1.3: Install Visual Studio Code Page

3.1.3: Install Visual Studio Code 3.1.3: Install Visual Studio Code 9

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3.1.4: Create a GitHub Repository Page

3.1.4: Create a GitHub Repository 3.1.4: Create a GitHub Repository 10

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3.1.5: Clone a GitHub Repository Page

3.1.5: Clone a GitHub Repository 3.1.5: Clone a GitHub Repository 11

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Context Module Sub Header

Python Practice 12

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3.2.1: Create a Python File Page

3.2.1: Create a Python File 3.2.1: Create a Python File 13

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3.2.2: Execute Python Files Page

3.2.2: Execute Python Files 3.2.2: Execute Python Files 14

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3.2.3: Data Types Page

3.2.3: Data Types 3.2.3: Data Types 15

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3.2.4: Perform Calculations Using Python Page

3.2.4: Perform Calculations Using Python 3.2.4: Perform Calculations Using Python 16

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3.2.5: Data Structures: Lists Page

3.2.5: Data Structures: Lists 3.2.5: Data Structures: Lists 17

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3.2.6: Data Structures: Tuples Page

3.2.6: Data Structures: Tuples 3.2.6: Data Structures: Tuples 18

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3.2.7: Data Structures: Dictionaries Page

3.2.7: Data Structures: Dictionaries 3.2.7: Data Structures: Dictionaries 19

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3.2.8: Decision Statements Page

3.2.8: Decision Statements 3.2.8: Decision Statements 20

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3.2.9: Membership and Logical Operators Page

3.2.9: Membership and Logical Operators 3.2.9: Membership and Logical Operators 21

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3.2.10: Repetition Statements Page

3.2.10: Repetition Statements 3.2.10: Repetition Statements 22

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3.2.11: Printing Formats Page

3.2.11: Printing Formats 3.2.11: Printing Formats 23

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Context Module Sub Header

Open the Election Results 24

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3.3.1: Import and Inspect the Data Page

3.3.1: Import and Inspect the Data 3.3.1: Import and Inspect the Data 25

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3.3.2: Overview of the Project Page

3.3.2: Overview of the Project 3.3.2: Overview of the Project 26

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3.3.3: Pseudocoding Page

3.3.3: Pseudocoding 3.3.3: Pseudocoding 27

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Context Module Sub Header

Get Started with File Processing 28

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3.4.1: Python Dependencies, Modules, and Packages Page

3.4.1: Python Dependencies, Modules, and Packages 3.4.1: Python Dependencies, Modules, and Packages 29

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3.4.2: Open and Read Files Using Python Page

3.4.2: Open and Read Files Using Python 3.4.2: Open and Read Files Using Python 30

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3.4.3: Write to Files with Python Page

3.4.3: Write to Files with Python 3.4.3: Write to Files with Python 31

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3.4.4: Read the Election Results Page

3.4.4: Read the Election Results 3.4.4: Read the Election Results 32

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3.4.5: Commit Your Code Page

3.4.5: Commit Your Code 3.4.5: Commit Your Code 33

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Context Module Sub Header

Analyzing the Election Data 34

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3.5.1: Get the Total Votes Page

3.5.1: Get the Total Votes 3.5.1: Get the Total Votes 35

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3.5.2: Get the Candidates in the Election Page

3.5.2: Get the Candidates in the Election 3.5.2: Get the Candidates in the Election 36

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3.5.3: Get the Candidates' Votes Page

3.5.3: Get the Candidates' Votes 3.5.3: Get the Candidates' Votes 37

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3.5.4: Determine Candidates' Percentage of Votes Page

3.5.4: Determine Candidates' Percentage of Votes 3.5.4: Determine Candidates' Percentage of Votes 38

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3.5.5: Determine the Winning Candidate Page

3.5.5: Determine the Winning Candidate 3.5.5: Determine the Winning Candidate 39

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3.5.6: Commit Your Code Page

3.5.6: Commit Your Code 3.5.6: Commit Your Code 40

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Context Module Sub Header

Finalize the Election Results 41

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3.6.1: Write the Election Results to a Text File Page

3.6.1: Write the Election Results to a Text File 3.6.1: Write the Election Results to a Text File 42

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
3.6.2: Write the Candidates' Results to a Text File Page

3.6.2: Write the Candidates' Results to a Text File 3.6.2: Write the Candidates' Results to a Text File 43

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3.6.3: Write the Winning Candidate's Results to a Text File Page

3.6.3: Write the Winning Candidate's Results to a Text File 3.6.3: Write the Winning Candidate's Results to a Text File 44

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3.6.4: Commit the Final Code to GitHub Page

3.6.4: Commit the Final Code to GitHub 3.6.4: Commit the Final Code to GitHub 45

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3.6.5: Update Your README File Page

3.6.5: Update Your README File 3.6.5: Update Your README File 46

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Context Module Sub Header

Application 47

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Module 3 Challenge Assignment

Module 3 Challenge Module 3 Challenge 100 48

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Module 3 Career Connection Page

Module 3 Career Connection Module 3 Career Connection 49

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Module 4: PyCitySchools with Pandas

Module 4: PyCitySchools with Pandas Module 4: PyCitySchools with Pandas

Complete All Items

Context Module Sub Header

Introduction to Module 4 1

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4.0.1: Using Pandas and Jupyter Notebook Page

4.0.1: Using Pandas and Jupyter Notebook 4.0.1: Using Pandas and Jupyter Notebook 2

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4.0.2: Module 4 Roadmap Page

4.0.2: Module 4 Roadmap 4.0.2: Module 4 Roadmap 3

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4.0.3: Getting Ready for Virtual Class Page

4.0.3: Getting Ready for Virtual Class 4.0.3: Getting Ready for Virtual Class 4

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4.0.4: PyCitySchools Page

4.0.4: PyCitySchools 4.0.4: PyCitySchools 5

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Context Module Sub Header

Anaconda Installation and Jupyter Notebook 6

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4.1.1: Overview of Anaconda Page

4.1.1: Overview of Anaconda 4.1.1: Overview of Anaconda 7

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4.1.2: Introduction to Jupyter Notebook Page

4.1.2: Introduction to Jupyter Notebook 4.1.2: Introduction to Jupyter Notebook 8

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Context Module Sub Header

Creating and Activating a Development Environment 9

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4.2.1: Create Your Development Environment Page

4.2.1: Create Your Development Environment 4.2.1: Create Your Development Environment 10

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4.2.2: Activate Your Development Environment Page

4.2.2: Activate Your Development Environment 4.2.2: Activate Your Development Environment 11

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4.2.3: Create and Clone a New GitHub Repository Page

4.2.3: Create and Clone a New GitHub Repository 4.2.3: Create and Clone a New GitHub Repository 12

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Context Module Sub Header

Working with Jupyter Notebook and Pandas 13

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4.3.1: Start Your Jupyter Notebook Server Page

4.3.1: Start Your Jupyter Notebook Server 4.3.1: Start Your Jupyter Notebook Server 14

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.3.2: Create a Jupyter Notebook File Page

4.3.2: Create a Jupyter Notebook File 4.3.2: Create a Jupyter Notebook File 15

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4.3.3: Overview of the Jupyter Notebook Environment Page

4.3.3: Overview of the Jupyter Notebook Environment 4.3.3: Overview of the Jupyter Notebook Environment 16

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4.3.4: Practice Using Jupyter Notebook Page

4.3.4: Practice Using Jupyter Notebook 4.3.4: Practice Using Jupyter Notebook 17

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4.3.5: Overview of the Pandas Library Page

4.3.5: Overview of the Pandas Library 4.3.5: Overview of the Pandas Library 18

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Context Module Sub Header

Convert CSV Files to a Pandas DataFrame 19

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4.4.1: Import and Inspect CSV Files Page

4.4.1: Import and Inspect CSV Files 4.4.1: Import and Inspect CSV Files 20

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4.4.2: Overview of the School Data Analysis Project Page

4.4.2: Overview of the School Data Analysis Project 4.4.2: Overview of the School Data Analysis Project 21

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4.4.3: Load and Read CSV Files Page

4.4.3: Load and Read CSV Files 4.4.3: Load and Read CSV Files 22

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4.4.4: Commit Your Code Page

4.4.4: Commit Your Code 4.4.4: Commit Your Code 23

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Context Module Sub Header

Exploring the Data 24

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4.5.1: Find Missing Values Page

4.5.1: Find Missing Values 4.5.1: Find Missing Values 25

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4.5.2: Handle Missing Data Page

4.5.2: Handle Missing Data 4.5.2: Handle Missing Data 26

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4.5.3: Determine Data Types Page

4.5.3: Determine Data Types 4.5.3: Determine Data Types 27

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4.5.4: Get the Incorrect Student Names Page

4.5.4: Get the Incorrect Student Names 4.5.4: Get the Incorrect Student Names 28

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4.5.5: Remove Strings: strip() vs. replace() Page

4.5.5: Remove Strings: strip() vs. replace() 4.5.5: Remove Strings: strip() vs. replace() 29

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4.5.6: Replace Substrings Page

4.5.6: Replace Substrings 4.5.6: Replace Substrings 30

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4.5.7: Fix the Students' Names Page

4.5.7: Fix the Students' Names 4.5.7: Fix the Students' Names 31

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4.5.8: Commit Your Code Page

4.5.8: Commit Your Code 4.5.8: Commit Your Code 32

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Context Module Sub Header

Verify the Clean Student Data 33

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4.6.1: Download a Working Version of the Code Page

4.6.1: Download a Working Version of the Code 4.6.1: Download a Working Version of the Code 34

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Context Module Sub Header

Generate the School District Summary 35

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4.7.1: Merge DataFrames Page

4.7.1: Merge DataFrames 4.7.1: Merge DataFrames 36

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4.7.2: Get the Number of Students Page

4.7.2: Get the Number of Students 4.7.2: Get the Number of Students 37

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4.7.3: Get the Number of Schools Page

4.7.3: Get the Number of Schools 4.7.3: Get the Number of Schools 38

wiki_page 469258 0

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4.7.4: Get the Total Budget Page

4.7.4: Get the Total Budget 4.7.4: Get the Total Budget 39

wiki_page 469265 0

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4.7.5: Get the Score Averages Page

4.7.5: Get the Score Averages 4.7.5: Get the Score Averages 40

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4.7.6: Get the Passing Percentages Page

4.7.6: Get the Passing Percentages 4.7.6: Get the Passing Percentages 41

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4.7.7: Create a District Summary DataFrame Page

4.7.7: Create a District Summary DataFrame 4.7.7: Create a District Summary DataFrame 42

wiki_page 469286 0

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4.7.8: Format Columns Page

4.7.8: Format Columns 4.7.8: Format Columns 43

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4.7.9: Reorder Columns Page

4.7.9: Reorder Columns 4.7.9: Reorder Columns 44

wiki_page 469300 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.7.10: Commit Your Code Page

4.7.10: Commit Your Code 4.7.10: Commit Your Code 45

wiki_page 469307 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Generate the School Summary 46

context_module_sub_header 469312 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.8.1: Set the Index to the School Name Page

4.8.1: Set the Index to the School Name 4.8.1: Set the Index to the School Name 47

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.8.2: Get the Student Count Per School Page

4.8.2: Get the Student Count Per School 4.8.2: Get the Student Count Per School 48

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.8.3: Get the Budget Per Student Page

4.8.3: Get the Budget Per Student 4.8.3: Get the Budget Per Student 49

wiki_page 469332 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.8.4: Get the Score Averages Per School Page

4.8.4: Get the Score Averages Per School 4.8.4: Get the Score Averages Per School 50

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.8.5: Get the Passing Percentages Per School Page

4.8.5: Get the Passing Percentages Per School 4.8.5: Get the Passing Percentages Per School 51

wiki_page 469345 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.8.6: Create the School Summary DataFrame Page

4.8.6: Create the School Summary DataFrame 4.8.6: Create the School Summary DataFrame 52

wiki_page 469352 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.8.7: Clean Up the DataFrame Page

4.8.7: Clean Up the DataFrame 4.8.7: Clean Up the DataFrame 53

wiki_page 469358 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.8.8: Commit Your Code Page

4.8.8: Commit Your Code 4.8.8: Commit Your Code 54

wiki_page 469366 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

High and Low Performing Schools 55

context_module_sub_header 469371 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.9.1: Find the Highest Performing Schools Page

4.9.1: Find the Highest Performing Schools 4.9.1: Find the Highest Performing Schools 56

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.9.2: Find the Lowest Performing Schools Page

4.9.2: Find the Lowest Performing Schools 4.9.2: Find the Lowest Performing Schools 57

wiki_page 469383 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.9.3: Object Oriented Programming Page

4.9.3: Object Oriented Programming 4.9.3: Object Oriented Programming 58

wiki_page 469390 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.9.4: Commit Your Code Page

4.9.4: Commit Your Code 4.9.4: Commit Your Code 59

wiki_page 469396 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Average Math and Reading Scores by Grade 60

context_module_sub_header 469401 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.10.1: Create Grade-Level DataFrames Page

4.10.1: Create Grade-Level DataFrames 4.10.1: Create Grade-Level DataFrames 61

wiki_page 469407 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.10.2: Score Averages Grouped by School Name Page

4.10.2: Score Averages Grouped by School Name 4.10.2: Score Averages Grouped by School Name 62

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.10.3: Combine each grade level Series into a DataFrame Page

4.10.3: Combine each grade level Series into a DataFrame 4.10.3: Combine each grade level Series into a DataFrame 63

wiki_page 469423 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.10.4: Format the Averages and Remove the Index Name Page

4.10.4: Format the Averages and Remove the Index Name 4.10.4: Format the Averages and Remove the Index Name 64

wiki_page 469432 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.10.5: Commit Your Code Page

4.10.5: Commit Your Code 4.10.5: Commit Your Code 65

wiki_page 469438 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Group Scores by School Spending per Student 66

context_module_sub_header 469444 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.11.1: Establish the Spending Ranges per Student Page

4.11.1: Establish the Spending Ranges per Student 4.11.1: Establish the Spending Ranges per Student 67

wiki_page 469449 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.11.2: Categorize the Spending Bins Page

4.11.2: Categorize the Spending Bins 4.11.2: Categorize the Spending Bins 68

wiki_page 469455 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.11.3: Group by the Spending Ranges Page

4.11.3: Group by the Spending Ranges 4.11.3: Group by the Spending Ranges 69

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.11.4: Create a DataFrame for the Scores by School Spending Page

4.11.4: Create a DataFrame for the Scores by School Spending 4.11.4: Create a DataFrame for the Scores by School Spending 70

wiki_page 469469 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.11.5: Commit Your Code Page

4.11.5: Commit Your Code 4.11.5: Commit Your Code 71

wiki_page 469475 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Group Scores by School Size 72

context_module_sub_header 469481 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.12.1: Create Bins for School Size Page

4.12.1: Create Bins for School Size 4.12.1: Create Bins for School Size 73

wiki_page 469486 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.12.2: Categorize the Size Bins Page

4.12.2: Categorize the Size Bins 4.12.2: Categorize the Size Bins 74

wiki_page 469491 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.12.3: Group by School Size Page

4.12.3: Group by School Size 4.12.3: Group by School Size 75

wiki_page 469496 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.12.4: Create a DataFrame for the Scores by School Size Page

4.12.4: Create a DataFrame for the Scores by School Size 4.12.4: Create a DataFrame for the Scores by School Size 76

wiki_page 469501 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.12.5: Commit Your Code Page

4.12.5: Commit Your Code 4.12.5: Commit Your Code 77

wiki_page 469507 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Group Scores by School Type 78

context_module_sub_header 469513 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.13.1: Group By School Type Page

4.13.1: Group By School Type 4.13.1: Group By School Type 79

wiki_page 469520 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.13.2: Create a DataFrame for the Scores by School Type Page

4.13.2: Create a DataFrame for the Scores by School Type 4.13.2: Create a DataFrame for the Scores by School Type 80

wiki_page 469524 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
4.13.3: Commit Your Final Code Page

4.13.3: Commit Your Final Code 4.13.3: Commit Your Final Code 81

wiki_page 469529 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Application 82

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Module 4 Challenge Assignment

Module 4 Challenge Module 4 Challenge 100 83

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Module 4 Career Connection Page

Module 4 Career Connection Module 4 Career Connection 84

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Module 5: PyBer with Matplotlib

Module 5: PyBer with Matplotlib Module 5: PyBer with Matplotlib

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 5 1

context_module_sub_header 469569 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.0.1: Visualizing Ride-Sharing Data Page

5.0.1: Visualizing Ride-Sharing Data 5.0.1: Visualizing Ride-Sharing Data 2

wiki_page 469575 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.0.2: Module 5 Roadmap Page

5.0.2: Module 5 Roadmap 5.0.2: Module 5 Roadmap 3

wiki_page 469581 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.0.3: Getting Ready for Virtual Class Page

5.0.3: Getting Ready for Virtual Class 5.0.3: Getting Ready for Virtual Class 4

wiki_page 469587 0

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5.0.4: PyBer Page

5.0.4: PyBer 5.0.4: PyBer 5

wiki_page 469594 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Create Visualizations Using Matplotlib 6

context_module_sub_header 469599 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.1.1: Create and Clone a New GitHub Repository Page

5.1.1: Create and Clone a New GitHub Repository 5.1.1: Create and Clone a New GitHub Repository 7

wiki_page 469604 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.1.2: The Matplotlib Library Page

5.1.2: The Matplotlib Library 5.1.2: The Matplotlib Library 8

wiki_page 469609 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.1.3: Create Line Charts Page

5.1.3: Create Line Charts 5.1.3: Create Line Charts 9

wiki_page 469615 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.1.4: Annotate Charts Page

5.1.4: Annotate Charts 5.1.4: Annotate Charts 10

wiki_page 469621 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.1.5: Create Bar Charts Using the MATLAB Approach Page

5.1.5: Create Bar Charts Using the MATLAB Approach 5.1.5: Create Bar Charts Using the MATLAB Approach 11

wiki_page 469628 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.1.6: Create Bar Charts Using the Object-Oriented Approach Page

5.1.6: Create Bar Charts Using the Object-Oriented Approach 5.1.6: Create Bar Charts Using the Object-Oriented Approach 12

wiki_page 469633 0

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5.1.7: Create Scatter Plots and Bubble Charts Page

5.1.7: Create Scatter Plots and Bubble Charts 5.1.7: Create Scatter Plots and Bubble Charts 13

wiki_page 469638 0

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5.1.8: Create Pie Charts Page

5.1.8: Create Pie Charts 5.1.8: Create Pie Charts 14

wiki_page 469643 0

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5.1.9: Chart Extras Page

5.1.9: Chart Extras 5.1.9: Chart Extras 15

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5.1.10: Plot a Pandas DataFrame and Series Page

5.1.10: Plot a Pandas DataFrame and Series 5.1.10: Plot a Pandas DataFrame and Series 16

wiki_page 469657 0

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Context Module Sub Header

Convert CSV Files to Pandas DataFrames 17

context_module_sub_header 469661 0

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5.2.1: Import and Inspect CSV Files Page

5.2.1: Import and Inspect CSV Files 5.2.1: Import and Inspect CSV Files 18

wiki_page 469668 0

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5.2.2: Overview of the Project Page

5.2.2: Overview of the Project 5.2.2: Overview of the Project 19

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5.2.3: Load and Read the CSV files Page

5.2.3: Load and Read the CSV files 5.2.3: Load and Read the CSV files 20

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5.2.4: Explore the Data in Pandas Page

5.2.4: Explore the Data in Pandas 5.2.4: Explore the Data in Pandas 21

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5.2.5: Commit Your Code Page

5.2.5: Commit Your Code 5.2.5: Commit Your Code 22

wiki_page 469695 0

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Context Module Sub Header

Create a Bubble Chart for the Ride-Sharing Data 23

context_module_sub_header 469701 0

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5.3.1: Create DataFrames for Each Type of City Page

5.3.1: Create DataFrames for Each Type of City 5.3.1: Create DataFrames for Each Type of City 24

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5.3.2: Get the Number of Rides for Each City Type Page

5.3.2: Get the Number of Rides for Each City Type 5.3.2: Get the Number of Rides for Each City Type 25

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5.3.3: Get the Average Fare for Each City Type Page

5.3.3: Get the Average Fare for Each City Type 5.3.3: Get the Average Fare for Each City Type 26

wiki_page 469719 0

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5.3.4: Get the Average Number of Drivers for Each City Type Page

5.3.4: Get the Average Number of Drivers for Each City Type 5.3.4: Get the Average Number of Drivers for Each City Type 27

wiki_page 469726 0

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5.3.5: Create Bubble Charts Page

5.3.5: Create Bubble Charts 5.3.5: Create Bubble Charts 28

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5.3.6: Create a Bubble Chart for All Cities Page

5.3.6: Create a Bubble Chart for All Cities 5.3.6: Create a Bubble Chart for All Cities 29

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5.3.7: Commit Your Code Page

5.3.7: Commit Your Code 5.3.7: Commit Your Code 30

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Context Module Sub Header

Calculate Summary Statistics 31

context_module_sub_header 469760 0

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5.4.1: Summary Statistics for Number of Rides by City Type Page

5.4.1: Summary Statistics for Number of Rides by City Type 5.4.1: Summary Statistics for Number of Rides by City Type 32

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5.4.2: Summary Statistics for the Fare by City Type Page

5.4.2: Summary Statistics for the Fare by City Type 5.4.2: Summary Statistics for the Fare by City Type 33

wiki_page 469773 0

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5.4.3: Summary Statistics for the Number of Drivers by City Type Page

5.4.3: Summary Statistics for the Number of Drivers by City Type 5.4.3: Summary Statistics for the Number of Drivers by City Type 34

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5.4.4: Create Box-and-Whisker Plots Page

5.4.4: Create Box-and-Whisker Plots 5.4.4: Create Box-and-Whisker Plots 35

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5.4.5: Commit Your Code Page

5.4.5: Commit Your Code 5.4.5: Commit Your Code 36

wiki_page 469794 0

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Context Module Sub Header

Percentage of Total Fares by City Type 37

context_module_sub_header 469804 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
5.5.1: Get the Percentage of Fares for Each City Type Page

5.5.1: Get the Percentage of Fares for Each City Type 5.5.1: Get the Percentage of Fares for Each City Type 38

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5.5.2: Pie Chart for the Percentage of Fares by City Type Page

5.5.2: Pie Chart for the Percentage of Fares by City Type 5.5.2: Pie Chart for the Percentage of Fares by City Type 39

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5.5.3: Commit Your Code Page

5.5.3: Commit Your Code 5.5.3: Commit Your Code 40

wiki_page 469828 0

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Context Module Sub Header

Percentage of Total Rides by City Type 41

context_module_sub_header 469836 0

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5.6.1: Calculate Ride Percentages Page

5.6.1: Calculate Ride Percentages 5.6.1: Calculate Ride Percentages 42

wiki_page 469843 0

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5.6.2: Pie Chart for Percentage of Rides by City Type Page

5.6.2: Pie Chart for Percentage of Rides by City Type 5.6.2: Pie Chart for Percentage of Rides by City Type 43

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5.6.3: Commit Your Code Page

5.6.3: Commit Your Code 5.6.3: Commit Your Code 44

wiki_page 469858 0

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Context Module Sub Header

Percentage of Total Drivers by City Type 45

context_module_sub_header 469864 0

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5.7.1: Calculate Driver Percentages Page

5.7.1: Calculate Driver Percentages 5.7.1: Calculate Driver Percentages 46

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5.7.2: Pie Chart for the Percentage of Drivers for Each City Type Page

5.7.2: Pie Chart for the Percentage of Drivers for Each City Type 5.7.2: Pie Chart for the Percentage of Drivers for Each City Type 47

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5.7.3: Commit Your Final Code Page

5.7.3: Commit Your Final Code 5.7.3: Commit Your Final Code 48

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Context Module Sub Header

Application 49

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Module 5 Challenge Assignment

Module 5 Challenge Module 5 Challenge 100 50

must_submit assignment 469903 1

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Module 5 Career Connection Page

Module 5 Career Connection Module 5 Career Connection 51

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Module 6: WeatherPy with Python APIs

Module 6: WeatherPy with Python APIs Module 6: WeatherPy with Python APIs

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 6 1

context_module_sub_header 469939 0

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6.0.1: Using APIs to Visualize Weather Data Page

6.0.1: Using APIs to Visualize Weather Data 6.0.1: Using APIs to Visualize Weather Data 2

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6.0.2: Module 6 Roadmap Page

6.0.2: Module 6 Roadmap 6.0.2: Module 6 Roadmap 3

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6.0.3: Getting Ready for Virtual Class Page

6.0.3: Getting Ready for Virtual Class 6.0.3: Getting Ready for Virtual Class 4

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6.0.4: Welcome to APIs and World Wide Weather Page

6.0.4: Welcome to APIs and World Wide Weather 6.0.4: Welcome to APIs and World Wide Weather 5

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Context Module Sub Header

Generate Random Coordinates of World Cities 6

context_module_sub_header 469983 0

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6.1.1: Create and Clone a New GitHub Repository Page

6.1.1: Create and Clone a New GitHub Repository 6.1.1: Create and Clone a New GitHub Repository 7

wiki_page 469991 0

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6.1.2: Overview of the Project Page

6.1.2: Overview of the Project 6.1.2: Overview of the Project 8

wiki_page 470000 0

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6.1.3: Review the Geographic Coordinate System Page

6.1.3: Review the Geographic Coordinate System 6.1.3: Review the Geographic Coordinate System 9

wiki_page 470009 0

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6.1.4: Generate Random Latitudes and Longitudes Page

6.1.4: Generate Random Latitudes and Longitudes 6.1.4: Generate Random Latitudes and Longitudes 10

wiki_page 470018 0

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6.1.5: Generate Random World Cities Page

6.1.5: Generate Random World Cities 6.1.5: Generate Random World Cities 11

wiki_page 470025 0

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Context Module Sub Header

Retrieve, Collect, and Clean Weather Data 12

context_module_sub_header 470031 0

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6.2.1: Understanding APIs Page

6.2.1: Understanding APIs 6.2.1: Understanding APIs 13

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6.2.2: Get Started with OpenWeatherMap API Page

6.2.2: Get Started with OpenWeatherMap API 6.2.2: Get Started with OpenWeatherMap API 14

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6.2.3: Make an API Call Page

6.2.3: Make an API Call 6.2.3: Make an API Call 15

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6.2.4: Make a Request for Data to an API Page

6.2.4: Make a Request for Data to an API 6.2.4: Make a Request for Data to an API 16

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6.2.5: Parse a Response from an API Page

6.2.5: Parse a Response from an API 6.2.5: Parse a Response from an API 17

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6.2.6: Get the City Weather Data Page

6.2.6: Get the City Weather Data 6.2.6: Get the City Weather Data 18

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6.2.7: Create a DataFrame of City Weather Data Page

6.2.7: Create a DataFrame of City Weather Data 6.2.7: Create a DataFrame of City Weather Data 19

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Context Module Sub Header

Plot Weather Data 20

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6.3.1: Plot Latitude vs. Temperature Page

6.3.1: Plot Latitude vs. Temperature 6.3.1: Plot Latitude vs. Temperature 21

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6.3.2: Plot Latitude vs. Humidity Page

6.3.2: Plot Latitude vs. Humidity 6.3.2: Plot Latitude vs. Humidity 22

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6.3.3: Plot Latitude vs. Cloudiness Page

6.3.3: Plot Latitude vs. Cloudiness 6.3.3: Plot Latitude vs. Cloudiness 23

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6.3.4: Plot Latitude vs. Wind Speed Page

6.3.4: Plot Latitude vs. Wind Speed 6.3.4: Plot Latitude vs. Wind Speed 24

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Context Module Sub Header

Determine Correlations 25

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6.4.1: Use Linear Regression to Find the Relationship Between Variables Page

6.4.1: Use Linear Regression to Find the Relationship Between Variables 6.4.1: Use Linear Regression to Find the Relationship Between Variables 26

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6.4.2: Find the Correlation Between Latitude and Maximum Temperature Page

6.4.2: Find the Correlation Between Latitude and Maximum Temperature 6.4.2: Find the Correlation Between Latitude and Maximum Temperature 27

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6.4.3: Find the Correlation Between Latitude and Percent Humidity Page

6.4.3: Find the Correlation Between Latitude and Percent Humidity 6.4.3: Find the Correlation Between Latitude and Percent Humidity 28

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6.4.4: Find the Correlation Between Latitude and Percent Cloudiness Page

6.4.4: Find the Correlation Between Latitude and Percent Cloudiness 6.4.4: Find the Correlation Between Latitude and Percent Cloudiness 29

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6.4.5: Find the Correlation Between Latitude and Wind Speed Page

6.4.5: Find the Correlation Between Latitude and Wind Speed 6.4.5: Find the Correlation Between Latitude and Wind Speed 30

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Context Module Sub Header

Use Google API to Create Heatmaps 31

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6.5.1: Set Up Google Maps and Places API Page

6.5.1: Set Up Google Maps and Places API 6.5.1: Set Up Google Maps and Places API 32

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6.5.2: Create Heatmaps for Weather Parameters Page

6.5.2: Create Heatmaps for Weather Parameters 6.5.2: Create Heatmaps for Weather Parameters 33

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6.5.3: Get Vacation Criteria Page

6.5.3: Get Vacation Criteria 6.5.3: Get Vacation Criteria 34

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6.5.4: Map Vacation Criteria Page

6.5.4: Map Vacation Criteria 6.5.4: Map Vacation Criteria 35

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Context Module Sub Header

Application 36

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Module 6 Challenge Assignment

Module 6 Challenge Module 6 Challenge 100 37

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Module 6 Career Connection Page

Module 6 Career Connection Module 6 Career Connection 38

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Unit Assessment: Python Assignment

Unit Assessment: Python Unit Assessment: Python 100 39

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Module 7: Employee Database with SQL

Module 7: Employee Database with SQL Module 7: Employee Database with SQL

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 7 1

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7.0.1: Exploring Databases with SQL Page

7.0.1: Exploring Databases with SQL 7.0.1: Exploring Databases with SQL 2

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7.0.2: Module 7 Roadmap Page

7.0.2: Module 7 Roadmap 7.0.2: Module 7 Roadmap 3

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7.0.3: Getting Ready for Virtual Class Page

7.0.3: Getting Ready for Virtual Class 7.0.3: Getting Ready for Virtual Class 4

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7.0.4: Welcome to Pewlett Hackard! Page

7.0.4: Welcome to Pewlett Hackard! 7.0.4: Welcome to Pewlett Hackard! 5

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Context Module Sub Header

Data Modeling 6

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7.1.1: Download and Install Your Tools Page

7.1.1: Download and Install Your Tools 7.1.1: Download and Install Your Tools 7

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7.1.2: Identifying Data Relationships Page

7.1.2: Identifying Data Relationships 7.1.2: Identifying Data Relationships 8

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7.1.3: Determine Entity Relationships Page

7.1.3: Determine Entity Relationships 7.1.3: Determine Entity Relationships 9

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7.1.4: Use the Quick Database Diagrams Tools Page

7.1.4: Use the Quick Database Diagrams Tools 7.1.4: Use the Quick Database Diagrams Tools 10

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7.1.5: Create ERDs Page

7.1.5: Create ERDs 7.1.5: Create ERDs 11

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Context Module Sub Header

Data Engineering 12

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7.2.1: Create a Database Page

7.2.1: Create a Database 7.2.1: Create a Database 13

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7.2.2: Create Tables in SQL Page

7.2.2: Create Tables in SQL 7.2.2: Create Tables in SQL 14

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7.2.3: Import Data Page

7.2.3: Import Data 7.2.3: Import Data 15

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7.2.4: Troubleshoot Imports Page

7.2.4: Troubleshoot Imports 7.2.4: Troubleshoot Imports 16

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Context Module Sub Header

Data Analysis 17

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7.3.1: Query Dates Page

7.3.1: Query Dates 7.3.1: Query Dates 18

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7.3.2: Join the Tables Page

7.3.2: Join the Tables 7.3.2: Join the Tables 19

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7.3.3: Joins in Action Page

7.3.3: Joins in Action 7.3.3: Joins in Action 20

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7.3.4: Use Count, Group By, and Order By Page

7.3.4: Use Count, Group By, and Order By 7.3.4: Use Count, Group By, and Order By 21

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7.3.5: Create Additional Lists Page

7.3.5: Create Additional Lists 7.3.5: Create Additional Lists 22

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7.3.6: Create a Tailored List Page

7.3.6: Create a Tailored List 7.3.6: Create a Tailored List 23

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Context Module Sub Header

Application 24

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Module 7 Challenge Assignment

Module 7 Challenge Module 7 Challenge 100 25

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Module 7 Career Connection Page

Module 7 Career Connection Module 7 Career Connection 26

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Module 8: ETL - Extract, Transform, Load

Module 8: ETL - Extract, Transform, Load Module 8: ETL - Extract, Transform, Load

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 8 1

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8.0.1: Use ETL to Collect, Import, and Process Data Page

8.0.1: Use ETL to Collect, Import, and Process Data 8.0.1: Use ETL to Collect, Import, and Process Data 2

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8.0.2: Module 8 Roadmap Page

8.0.2: Module 8 Roadmap 8.0.2: Module 8 Roadmap 3

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8.0.3: Getting Ready for Virtual Class Page

8.0.3: Getting Ready for Virtual Class 8.0.3: Getting Ready for Virtual Class 4

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8.0.4: Lights! Camera! Data! Page

8.0.4: Lights! Camera! Data! 8.0.4: Lights! Camera! Data! 5

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Context Module Sub Header

Overview of the ETL Process 6

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8.1.1: Extract, Transform, Load Page

8.1.1: Extract, Transform, Load 8.1.1: Extract, Transform, Load 7

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Context Module Sub Header

Extract the Data 8

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8.2.1: Extract the Wikipedia Movies JSON Page

8.2.1: Extract the Wikipedia Movies JSON 8.2.1: Extract the Wikipedia Movies JSON 9

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8.2.2: Extract the Kaggle Data Page

8.2.2: Extract the Kaggle Data 8.2.2: Extract the Kaggle Data 10

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Context Module Sub Header

Clean Individual Datasets 11

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8.3.1: Data-Cleaning Strategies Page

8.3.1: Data-Cleaning Strategies 8.3.1: Data-Cleaning Strategies 12

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8.3.2: Iterative Process for Cleaning Data Page

8.3.2: Iterative Process for Cleaning Data 8.3.2: Iterative Process for Cleaning Data 13

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8.3.3: Investigate the Wikipedia Data Page

8.3.3: Investigate the Wikipedia Data 8.3.3: Investigate the Wikipedia Data 14

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8.3.4: Revisit Functions Page

8.3.4: Revisit Functions 8.3.4: Revisit Functions 15

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8.3.5: Create a Function to Clean the Data, Part 1 Page

8.3.5: Create a Function to Clean the Data, Part 1 8.3.5: Create a Function to Clean the Data, Part 1 16

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8.3.6: Create a Function to Clean the Data, Part 2 Page

8.3.6: Create a Function to Clean the Data, Part 2 8.3.6: Create a Function to Clean the Data, Part 2 17

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8.3.7: Remove Duplicate Rows Page

8.3.7: Remove Duplicate Rows 8.3.7: Remove Duplicate Rows 18

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8.3.8: Make a Plan to Convert and Parse the Data Page

8.3.8: Make a Plan to Convert and Parse the Data 8.3.8: Make a Plan to Convert and Parse the Data 19

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8.3.9: Write Regular Expressions Page

8.3.9: Write Regular Expressions 8.3.9: Write Regular Expressions 20

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8.3.10: Parse the Box Office Data Page

8.3.10: Parse the Box Office Data 8.3.10: Parse the Box Office Data 21

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8.3.11: Parse Budget Data Page

8.3.11: Parse Budget Data 8.3.11: Parse Budget Data 22

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8.3.12: Clean the Kaggle Data Page

8.3.12: Clean the Kaggle Data 8.3.12: Clean the Kaggle Data 23

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Context Module Sub Header

Merge Datasets 24

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8.4.1: Merge Wikipedia and Kaggle Metadata Page

8.4.1: Merge Wikipedia and Kaggle Metadata 8.4.1: Merge Wikipedia and Kaggle Metadata 25

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8.4.2: Transform and Merge Rating Data Page

8.4.2: Transform and Merge Rating Data 8.4.2: Transform and Merge Rating Data 26

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Context Module Sub Header

Load the Data 27

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8.5.1: Connect Pandas and SQL Page

8.5.1: Connect Pandas and SQL 8.5.1: Connect Pandas and SQL 28

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Context Module Sub Header

Application 29

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Module 8 Challenge Assignment

Module 8 Challenge Module 8 Challenge 100 30

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Module 8 Career Connection Page

Module 8 Career Connection Module 8 Career Connection 31

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Module 9: Surf's Up with Advanced Data Storage and Retrieval

Module 9: Surf's Up with Advanced Data Storage and Retrieval Module 9: Surf's Up with Advanced Data Storage and Retrieval

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 9 1

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9.0.1: Exploring Weather Data Page

9.0.1: Exploring Weather Data 9.0.1: Exploring Weather Data 2

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9.0.2: Module 9 Roadmap Page

9.0.2: Module 9 Roadmap 9.0.2: Module 9 Roadmap 3

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9.0.3: Getting Ready for Virtual Class Page

9.0.3: Getting Ready for Virtual Class 9.0.3: Getting Ready for Virtual Class 4

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9.0.4: Investing in Waves and Ice Cream Page

9.0.4: Investing in Waves and Ice Cream 9.0.4: Investing in Waves and Ice Cream 5

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Context Module Sub Header

SQLite and SQLAlchemy 6

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9.1.1: Download the Weather Data Page

9.1.1: Download the Weather Data 9.1.1: Download the Weather Data 7

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9.1.2: Prepare Your Tools Page

9.1.2: Prepare Your Tools 9.1.2: Prepare Your Tools 8

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9.1.3: Import Dependencies Page

9.1.3: Import Dependencies 9.1.3: Import Dependencies 9

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9.1.4: Getting Started with SQLite Page

9.1.4: Getting Started with SQLite 9.1.4: Getting Started with SQLite 10

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9.1.5: Getting Started with SQLAlchemy Page

9.1.5: Getting Started with SQLAlchemy 9.1.5: Getting Started with SQLAlchemy 11

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Context Module Sub Header

Precipitation Analysis 12

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9.2.1: Retrieve the Precipitation Data Page

9.2.1: Retrieve the Precipitation Data 9.2.1: Retrieve the Precipitation Data 13

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9.2.2: Save Query Results Page

9.2.2: Save Query Results 9.2.2: Save Query Results 14

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9.2.3: Sort the DataFrame Page

9.2.3: Sort the DataFrame 9.2.3: Sort the DataFrame 15

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9.2.4: Plot the Data Page

9.2.4: Plot the Data 9.2.4: Plot the Data 16

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9.2.5: Generate the Summary Page

9.2.5: Generate the Summary 9.2.5: Generate the Summary 17

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Context Module Sub Header

Weather Station Analysis 18

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9.3.1: Find the Number of Stations Page

9.3.1: Find the Number of Stations 9.3.1: Find the Number of Stations 19

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9.3.2: Determine the Most Active Stations Page

9.3.2: Determine the Most Active Stations 9.3.2: Determine the Most Active Stations 20

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9.3.3: Find Low, High, and Average Temperatures Page

9.3.3: Find Low, High, and Average Temperatures 9.3.3: Find Low, High, and Average Temperatures 21

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9.3.4: Plot the Highest Number of Observations Page

9.3.4: Plot the Highest Number of Observations 9.3.4: Plot the Highest Number of Observations 22

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Context Module Sub Header

Getting Acquainted with Flask 23

context_module_sub_header 470988 0

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9.4.1: Incorporate Flask into Data Analysis Page

9.4.1: Incorporate Flask into Data Analysis 9.4.1: Incorporate Flask into Data Analysis 24

wiki_page 470994 0

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9.4.2: Building Flask Routes Page

9.4.2: Building Flask Routes 9.4.2: Building Flask Routes 25

wiki_page 471003 0

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9.4.3: Set Up Flask and Create a Route Page

9.4.3: Set Up Flask and Create a Route 9.4.3: Set Up Flask and Create a Route 26

wiki_page 471011 0

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Context Module Sub Header

Build a Climate App Using Flask 27

context_module_sub_header 471018 0

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9.5.1: Set Up the Database and Flask Page

9.5.1: Set Up the Database and Flask 9.5.1: Set Up the Database and Flask 28

wiki_page 471025 0

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9.5.2: Create the Welcome Route Page

9.5.2: Create the Welcome Route 9.5.2: Create the Welcome Route 29

wiki_page 471033 0

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9.5.3: Precipitation Route Page

9.5.3: Precipitation Route 9.5.3: Precipitation Route 30

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9.5.4: Stations Route Page

9.5.4: Stations Route 9.5.4: Stations Route 31

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9.5.5: Monthly Temperature Route Page

9.5.5: Monthly Temperature Route 9.5.5: Monthly Temperature Route 32

wiki_page 471062 0

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9.5.6: Statistics Route Page

9.5.6: Statistics Route 9.5.6: Statistics Route 33

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Context Module Sub Header

Application 34

context_module_sub_header 471079 0

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Module 9 Challenge Assignment

Module 9 Challenge Module 9 Challenge 100 35

must_submit assignment 471089 1

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Module 9 Career Connection Page

Module 9 Career Connection Module 9 Career Connection 36

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Unit Assessment: Databases Assignment

Unit Assessment: Databases Unit Assessment: Databases 100 37

must_submit assignment 471106 1

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Module 10: Mission to Mars - Web Scraping with HTML/CSS

Module 10: Mission to Mars - Web Scraping with HTML/CSS Module 10: Mission to Mars - Web Scraping with HTML/CSS

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 10 1

context_module_sub_header 471135 0

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10.0.1: Web Scraping to Extract Online Data Page

10.0.1: Web Scraping to Extract Online Data 10.0.1: Web Scraping to Extract Online Data 2

wiki_page 471142 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
10.0.2: Module 10 Roadmap Page

10.0.2: Module 10 Roadmap 10.0.2: Module 10 Roadmap 3

wiki_page 471151 0

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10.0.3: Getting Ready for Virtual Class Page

10.0.3: Getting Ready for Virtual Class 10.0.3: Getting Ready for Virtual Class 4

wiki_page 471159 0

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10.0.4: Tools for Scraping Page

10.0.4: Tools for Scraping 10.0.4: Tools for Scraping 5

wiki_page 471170 0

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Context Module Sub Header

Getting Started Using Web Scraping Tools 6

context_module_sub_header 471176 0

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10.1.1: Install Your Tools Page

10.1.1: Install Your Tools 10.1.1: Install Your Tools 7

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Context Module Sub Header

Opening the Window to the Internet 8

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10.2.1: Use HTML Elements Page

10.2.1: Use HTML Elements 10.2.1: Use HTML Elements 9

wiki_page 471204 0

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10.2.2: Using Chrome Developer Tools Page

10.2.2: Using Chrome Developer Tools 10.2.2: Using Chrome Developer Tools 10

wiki_page 471220 0

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Context Module Sub Header

Automate a Web Browser and Perform a Web Scrape 11

context_module_sub_header 471232 0

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10.3.1: Use Splinter Page

10.3.1: Use Splinter 10.3.1: Use Splinter 12

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10.3.2: Practice with Splinter and BeautifulSoup Page

10.3.2: Practice with Splinter and BeautifulSoup 10.3.2: Practice with Splinter and BeautifulSoup 13

wiki_page 471253 0

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10.3.3: Scrape Mars Data: The News Page

10.3.3: Scrape Mars Data: The News 10.3.3: Scrape Mars Data: The News 14

wiki_page 471266 0

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10.3.4: Scrape Mars Data: Featured Image Page

10.3.4: Scrape Mars Data: Featured Image 10.3.4: Scrape Mars Data: Featured Image 15

wiki_page 471276 0

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10.3.5: Scrape Mars Data: Mars Facts Page

10.3.5: Scrape Mars Data: Mars Facts 10.3.5: Scrape Mars Data: Mars Facts 16

wiki_page 471288 0

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10.3.6: Export to Python Page

10.3.6: Export to Python 10.3.6: Export to Python 17

wiki_page 471294 0

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Context Module Sub Header

Access Data in MongoDB 18

context_module_sub_header 471303 0

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10.4.1: Store the Data Page

10.4.1: Store the Data 10.4.1: Store the Data 19

wiki_page 471310 0

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Context Module Sub Header

Display Data With Flask 20

context_module_sub_header 471319 0

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10.5.1: Use Flask to Create a Web App Page

10.5.1: Use Flask to Create a Web App 10.5.1: Use Flask to Create a Web App 21

wiki_page 471327 0

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10.5.2: Update the Code Page

10.5.2: Update the Code 10.5.2: Update the Code 22

wiki_page 471335 0

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10.5.3: Integrate MongoDB Into the Web App Page

10.5.3: Integrate MongoDB Into the Web App 10.5.3: Integrate MongoDB Into the Web App 23

wiki_page 471343 0

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Context Module Sub Header

Make It Pretty 24

context_module_sub_header 471350 0

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10.6.1: Customize the Appearance Page

10.6.1: Customize the Appearance 10.6.1: Customize the Appearance 25

wiki_page 471357 0

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Context Module Sub Header

Show It Off 26

context_module_sub_header 471365 0

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10.7.1: Create a Portfolio Page

10.7.1: Create a Portfolio 10.7.1: Create a Portfolio 27

wiki_page 471371 0

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Context Module Sub Header

Application 28

context_module_sub_header 471382 0

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Module 10 Challenge Assignment

Module 10 Challenge Module 10 Challenge 100 29

must_submit assignment 471389 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Module 10 Career Connection Page

Module 10 Career Connection Module 10 Career Connection 30

wiki_page 471397 0

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Module 11: UFO Sightings with JavaScript

Module 11: UFO Sightings with JavaScript Module 11: UFO Sightings with JavaScript

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 11 1

context_module_sub_header 471421 0

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11.0.1: Creating Dynamic Content Page

11.0.1: Creating Dynamic Content 11.0.1: Creating Dynamic Content 2

wiki_page 471427 0

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11.0.2: Module 11 Roadmap Page

11.0.2: Module 11 Roadmap 11.0.2: Module 11 Roadmap 3

wiki_page 471435 0

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11.0.3: Getting Ready for Virtual Class Page

11.0.3: Getting Ready for Virtual Class 11.0.3: Getting Ready for Virtual Class 4

wiki_page 471445 0

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11.0.4: JavaScript, Bootstrap, and UFOs Page

11.0.4: JavaScript, Bootstrap, and UFOs 11.0.4: JavaScript, Bootstrap, and UFOs 5

wiki_page 471450 0

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Context Module Sub Header

JavaScript Basics 6

context_module_sub_header 471455 0

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11.1.1: Overview of ES6+ Page

11.1.1: Overview of ES6+ 11.1.1: Overview of ES6+ 7

wiki_page 471463 0

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11.1.2: JavaScript in the Real World Page

11.1.2: JavaScript in the Real World 11.1.2: JavaScript in the Real World 8

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11.1.3: Writing JavaScript Page

11.1.3: Writing JavaScript 11.1.3: Writing JavaScript 9

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Context Module Sub Header

Building Webpages with JavaScript 10

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11.2.1: JavaScript Components Page

11.2.1: JavaScript Components 11.2.1: JavaScript Components 11

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11.2.2: Organize Your Repository Page

11.2.2: Organize Your Repository 11.2.2: Organize Your Repository 12

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11.2.3: JavaScript Objects Page

11.2.3: JavaScript Objects 11.2.3: JavaScript Objects 13

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11.2.4: Storyboarding Page

11.2.4: Storyboarding 11.2.4: Storyboarding 14

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Context Module Sub Header

Functional JavaScript 15

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11.3.1: Getting Started with JavaScript Functions Page

11.3.1: Getting Started with JavaScript Functions 11.3.1: Getting Started with JavaScript Functions 16

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11.3.2: Simple JavaScript Functions Page

11.3.2: Simple JavaScript Functions 11.3.2: Simple JavaScript Functions 17

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11.3.3: From Simple Functions to Arrow Functions Page

11.3.3: From Simple Functions to Arrow Functions 11.3.3: From Simple Functions to Arrow Functions 18

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Context Module Sub Header

JavaScript for Loops 19

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11.4.1: Use a JavaScript for Loop Page

11.4.1: Use a JavaScript for Loop 11.4.1: Use a JavaScript for Loop 20

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11.4.2: Practice Using for Loops in JavaScript Page

11.4.2: Practice Using for Loops in JavaScript 11.4.2: Practice Using for Loops in JavaScript 21

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Context Module Sub Header

Building Dynamic Tables 22

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11.5.1: Introduction to Dynamic Tables Page

11.5.1: Introduction to Dynamic Tables 11.5.1: Introduction to Dynamic Tables 23

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11.5.2: Add forEach to Your Table Page

11.5.2: Add forEach to Your Table 11.5.2: Add forEach to Your Table 24

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11.5.3: Add Filters Page

11.5.3: Add Filters 11.5.3: Add Filters 25

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11.5.4: Use the “If” Statement Page

11.5.4: Use the “If” Statement 11.5.4: Use the “If” Statement 26

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Context Module Sub Header

Build the HTML 27

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11.6.1: Bootstrap Components Page

11.6.1: Bootstrap Components 11.6.1: Bootstrap Components 28

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11.6.2: Add the Data Page

11.6.2: Add the Data 11.6.2: Add the Data 29

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11.6.3: Customize the Page with CSS Page

11.6.3: Customize the Page with CSS 11.6.3: Customize the Page with CSS 30

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Context Module Sub Header

Application 31

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Module 11 Challenge Assignment

Module 11 Challenge Module 11 Challenge 100 32

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Module 11 Career Connection Page

Module 11 Career Connection Module 11 Career Connection 33

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Module 12: Plotly & Belly Button Biodiversity

Module 12: Plotly & Belly Button Biodiversity Module 12: Plotly & Belly Button Biodiversity

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 12 1

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12.0.1: Data Visualization in JavaScript Page

12.0.1: Data Visualization in JavaScript 12.0.1: Data Visualization in JavaScript 2

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12.0.2: Module 12 Roadmap Page

12.0.2: Module 12 Roadmap 12.0.2: Module 12 Roadmap 3

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12.0.3: Getting Ready for Virtual Class Page

12.0.3: Getting Ready for Virtual Class 12.0.3: Getting Ready for Virtual Class 4

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12.0.4: From Bacteria to Beef Page

12.0.4: From Bacteria to Beef 12.0.4: From Bacteria to Beef 5

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Context Module Sub Header

Getting Started with Plotly 6

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12.1.1: Organizing Your Tools Page

12.1.1: Organizing Your Tools 12.1.1: Organizing Your Tools 7

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12.1.2: Inspect a Plotly.js Chart Page

12.1.2: Inspect a Plotly.js Chart 12.1.2: Inspect a Plotly.js Chart 8

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12.1.3: Create a Bar Chart Page

12.1.3: Create a Bar Chart 12.1.3: Create a Bar Chart 9

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12.1.4: Create a Pie Chart Page

12.1.4: Create a Pie Chart 12.1.4: Create a Pie Chart 10

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Context Module Sub Header

Transform Data with JavaScript 11

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12.2.1: Functional JavaScript Page

12.2.1: Functional JavaScript 12.2.1: Functional JavaScript 12

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12.2.2: Practicing JavaScript Methods Page

12.2.2: Practicing JavaScript Methods 12.2.2: Practicing JavaScript Methods 13

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Context Module Sub Header

Retrieve External Data 14

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12.3.1: Inspect an API call with D3.json() Page

12.3.1: Inspect an API call with D3.json() 12.3.1: Inspect an API call with D3.json() 15

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12.3.2: Load a JSON file with D3.json() Page

12.3.2: Load a JSON file with D3.json() 12.3.2: Load a JSON file with D3.json() 16

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12.3.3: Handle CORS Errors Page

12.3.3: Handle CORS Errors 12.3.3: Handle CORS Errors 17

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Context Module Sub Header

JavaScript Events 18

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12.4.1: JavaScript Event Listeners Page

12.4.1: JavaScript Event Listeners 12.4.1: JavaScript Event Listeners 19

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12.4.2: Create a Dynamic Plotly Chart Page

12.4.2: Create a Dynamic Plotly Chart 12.4.2: Create a Dynamic Plotly Chart 20

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12.4.3: Belly Button Demographics Panel Page

12.4.3: Belly Button Demographics Panel 12.4.3: Belly Button Demographics Panel 21

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Context Module Sub Header

Deployment 22

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12.5.1: Deploy the Project to GitHub Pages Page

12.5.1: Deploy the Project to GitHub Pages 12.5.1: Deploy the Project to GitHub Pages 23

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Context Module Sub Header

Application 24

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Module 12 Challenge Assignment

Module 12 Challenge Module 12 Challenge 100 25

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Module 12 Career Connection Page

Module 12 Career Connection Module 12 Career Connection 26

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Module 13: Mapping Earthquakes with JS & APIs

Module 13: Mapping Earthquakes with JS & APIs Module 13: Mapping Earthquakes with JS & APIs

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 13 1

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13.0.1: Visualizing Earthquake Data Page

13.0.1: Visualizing Earthquake Data 13.0.1: Visualizing Earthquake Data 2

wiki_page 471899 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.0.2: Module 13 Roadmap Page

13.0.2: Module 13 Roadmap 13.0.2: Module 13 Roadmap 3

wiki_page 471907 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.0.3: Getting Ready for Virtual Class Page

13.0.3: Getting Ready for Virtual Class 13.0.3: Getting Ready for Virtual Class 4

wiki_page 471920 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.0.4: Welcome to Mapping Earthquakes Page

13.0.4: Welcome to Mapping Earthquakes 13.0.4: Welcome to Mapping Earthquakes 5

wiki_page 471929 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

The Earthquake Mapping Project 6

context_module_sub_header 471938 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.1.1: Create and Clone a New GitHub Repository Page

13.1.1: Create and Clone a New GitHub Repository 13.1.1: Create and Clone a New GitHub Repository 7

wiki_page 471946 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.1.2: Project Overview Page

13.1.2: Project Overview 13.1.2: Project Overview 8

wiki_page 471954 0

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Context Module Sub Header

Create Your First Map 9

context_module_sub_header 471960 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.2.1: The Mapbox API Page

13.2.1: The Mapbox API 13.2.1: The Mapbox API 10

wiki_page 471966 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.2.2: Create a Branch on Your Repository Page

13.2.2: Create a Branch on Your Repository 13.2.2: Create a Branch on Your Repository 11

wiki_page 471979 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.2.3: Create an HTML File and CSS File Page

13.2.3: Create an HTML File and CSS File 13.2.3: Create an HTML File and CSS File 12

wiki_page 471986 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.2.4: Create a Simple Map Page

13.2.4: Create a Simple Map 13.2.4: Create a Simple Map 13

wiki_page 471993 0

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Context Module Sub Header

Don't Mess with the main Branch 14

context_module_sub_header 471999 0

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13.3.1: Add, Commit, and Push to a Branch Page

13.3.1: Add, Commit, and Push to a Branch 13.3.1: Add, Commit, and Push to a Branch 15

wiki_page 472009 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.3.2: Compare Branch to the main Branch Page

13.3.2: Compare Branch to the main Branch 13.3.2: Compare Branch to the main Branch 16

wiki_page 472018 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.3.3: Create a Pull Request Page

13.3.3: Create a Pull Request 13.3.3: Create a Pull Request 17

wiki_page 472029 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.3.4: Merge Branch Into main Branch Page

13.3.4: Merge Branch Into main Branch 13.3.4: Merge Branch Into main Branch 18

wiki_page 472037 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Map Geographical Features 19

context_module_sub_header 472044 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.4.1: Map a Single Point Page

13.4.1: Map a Single Point 13.4.1: Map a Single Point 20

wiki_page 472053 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.4.2: Map Multiple Points Page

13.4.2: Map Multiple Points 13.4.2: Map Multiple Points 21

wiki_page 472063 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.4.3: Map Lines Page

13.4.3: Map Lines 13.4.3: Map Lines 22

wiki_page 472071 0

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Context Module Sub Header

Map GeoJSON Data 23

context_module_sub_header 472080 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.5.1: Overview of GeoJSON Data Page

13.5.1: Overview of GeoJSON Data 13.5.1: Overview of GeoJSON Data 24

wiki_page 472089 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.5.2: Map GeoJSON Point Type Page

13.5.2: Map GeoJSON Point Type 13.5.2: Map GeoJSON Point Type 25

wiki_page 472100 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.5.3: Map Multiple GeoJSON Points Page

13.5.3: Map Multiple GeoJSON Points 13.5.3: Map Multiple GeoJSON Points 26

wiki_page 472108 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.5.4: Add Multiple Maps Page

13.5.4: Add Multiple Maps 13.5.4: Add Multiple Maps 27

wiki_page 472118 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.5.5: Map GeoJSON LineStrings Page

13.5.5: Map GeoJSON LineStrings 13.5.5: Map GeoJSON LineStrings 28

wiki_page 472132 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.5.6: Map GeoJSON Polygons Page

13.5.6: Map GeoJSON Polygons 13.5.6: Map GeoJSON Polygons 29

wiki_page 472143 0

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Context Module Sub Header

Map Earthquakes 30

context_module_sub_header 472153 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.6.1: Add Earthquake Data to a Map Page

13.6.1: Add Earthquake Data to a Map 13.6.1: Add Earthquake Data to a Map 31

wiki_page 472164 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.6.2: Add Style to the Earthquake Data Page

13.6.2: Add Style to the Earthquake Data 13.6.2: Add Style to the Earthquake Data 32

wiki_page 472172 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.6.3: Add Color and a Popup for Each Earthquake Page

13.6.3: Add Color and a Popup for Each Earthquake 13.6.3: Add Color and a Popup for Each Earthquake 33

wiki_page 472183 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.6.4: Add Earthquake Data as an Overlay Page

13.6.4: Add Earthquake Data as an Overlay 13.6.4: Add Earthquake Data as an Overlay 34

wiki_page 472193 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.6.5: Add a Legend to the Map Page

13.6.5: Add a Legend to the Map 13.6.5: Add a Legend to the Map 35

wiki_page 472202 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
13.6.6: Merge the Earthquake Branch with the main Branch Page

13.6.6: Merge the Earthquake Branch with the main Branch 13.6.6: Merge the Earthquake Branch with the main Branch 36

wiki_page 472211 0

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Context Module Sub Header

Application 37

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Module 13 Challenge Assignment

Module 13 Challenge Module 13 Challenge 100 38

must_submit assignment 472227 1

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Module 13 Career Connection Page

Module 13 Career Connection Module 13 Career Connection 39

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Module 14: NY Citibike with Tableau

Module 14: NY Citibike with Tableau Module 14: NY Citibike with Tableau

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 14 1

context_module_sub_header 472269 0

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14.0.1: Tableau Basics Page

14.0.1: Tableau Basics 14.0.1: Tableau Basics 2

wiki_page 472275 0

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14.0.2: Module 14 Roadmap Page

14.0.2: Module 14 Roadmap 14.0.2: Module 14 Roadmap 3

wiki_page 472288 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
14.0.3: Getting Ready for Virtual Class Page

14.0.3: Getting Ready for Virtual Class 14.0.3: Getting Ready for Virtual Class 4

wiki_page 472299 0

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14.0.4: Citi Bike Cruisin' Page

14.0.4: Citi Bike Cruisin' 14.0.4: Citi Bike Cruisin' 5

wiki_page 472310 0

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Context Module Sub Header

Tableau Basics 6

context_module_sub_header 472318 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
14.1.1: Install Tableau Public Page

14.1.1: Install Tableau Public 14.1.1: Install Tableau Public 7

wiki_page 472324 0

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14.1.2: Download the Data Page

14.1.2: Download the Data 14.1.2: Download the Data 8

wiki_page 472332 0

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14.1.3: Set Up the Tableau Environment Page

14.1.3: Set Up the Tableau Environment 14.1.3: Set Up the Tableau Environment 9

wiki_page 472343 0

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14.1.4: Import Data into Tableau Page

14.1.4: Import Data into Tableau 14.1.4: Import Data into Tableau 10

wiki_page 472353 0

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14.1.5: Overview of Tableau Page

14.1.5: Overview of Tableau 14.1.5: Overview of Tableau 11

wiki_page 472363 0

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Context Module Sub Header

Tableau Worksheets, Part 1 12

context_module_sub_header 472377 0

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14.2.1: Set Up Your Tableau Workspace Page

14.2.1: Set Up Your Tableau Workspace 14.2.1: Set Up Your Tableau Workspace 13

wiki_page 472385 0

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14.2.2: Introduction to Tableau Worksheets Page

14.2.2: Introduction to Tableau Worksheets 14.2.2: Introduction to Tableau Worksheets 14

wiki_page 472397 0

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14.2.3: Worksheet Best Practices Page

14.2.3: Worksheet Best Practices 14.2.3: Worksheet Best Practices 15

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14.2.4: Using and Portraying Data to Answer Questions Page

14.2.4: Using and Portraying Data to Answer Questions 14.2.4: Using and Portraying Data to Answer Questions 16

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14.2.5: Determine the Number of Trips Page

14.2.5: Determine the Number of Trips 14.2.5: Determine the Number of Trips 17

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14.2.6: Find the Proportion of Short Term Customers to Annual Subscribers Page

14.2.6: Find the Proportion of Short Term Customers to Annual Subscribers 14.2.6: Find the Proportion of Short Term Customers to Annual Subscribers 18

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14.2.7: Find the Peak Riding Hours in August Page

14.2.7: Find the Peak Riding Hours in August 14.2.7: Find the Peak Riding Hours in August 19

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Context Module Sub Header

Tableau Worksheets, Part 2 20

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14.3.1: Find Top Starting Locations Page

14.3.1: Find Top Starting Locations 14.3.1: Find Top Starting Locations 21

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14.3.2: Find Top Ending Locations Page

14.3.2: Find Top Ending Locations 14.3.2: Find Top Ending Locations 22

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14.3.3: Find the Number of Rides by Gender Page

14.3.3: Find the Number of Rides by Gender 14.3.3: Find the Number of Rides by Gender 23

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14.3.4: Find the Average Trip Duration by Age Page

14.3.4: Find the Average Trip Duration by Age 14.3.4: Find the Average Trip Duration by Age 24

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14.3.5: Determine the Bikes Due for Repair Page

14.3.5: Determine the Bikes Due for Repair 14.3.5: Determine the Bikes Due for Repair 25

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14.3.6: Determine Bike Utilization Page

14.3.6: Determine Bike Utilization 14.3.6: Determine Bike Utilization 26

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Context Module Sub Header

Tableau Dashboards 27

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14.4.1: Introduction to Dashboards Page

14.4.1: Introduction to Dashboards 14.4.1: Introduction to Dashboards 28

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14.4.2: Dashboard Best Practices Page

14.4.2: Dashboard Best Practices 14.4.2: Dashboard Best Practices 29

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14.4.3: Add Worksheets to the Citi Bike Dashboard Page

14.4.3: Add Worksheets to the Citi Bike Dashboard 14.4.3: Add Worksheets to the Citi Bike Dashboard 30

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Context Module Sub Header

Final Presentation 31

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14.5.1: Introduction to Tableau Stories Page

14.5.1: Introduction to Tableau Stories 14.5.1: Introduction to Tableau Stories 32

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Context Module Sub Header

Application 33

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Module 14 Challenge Assignment

Module 14 Challenge Module 14 Challenge 100 34

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Module 14 Career Connection Page

Module 14 Career Connection Module 14 Career Connection 35

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Unit Assessment: Visualization Assignment

Unit Assessment: Visualization Unit Assessment: Visualization 100 36

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Module 15: Statistics and R

Module 15: Statistics and R Module 15: Statistics and R

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 15 1

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15.0.1: Using Statistics and R to Boost Your Data Science Repertoire Page

15.0.1: Using Statistics and R to Boost Your Data Science Repertoire 15.0.1: Using Statistics and R to Boost Your Data Science Repertoire 2

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15.0.2: Module 15 Roadmap Page

15.0.2: Module 15 Roadmap 15.0.2: Module 15 Roadmap 3

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15.0.3: Getting Ready for Virtual Class Page

15.0.3: Getting Ready for Virtual Class 15.0.3: Getting Ready for Virtual Class 4

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15.0.4: Putting the R in AutosRUs Page

15.0.4: Putting the R in AutosRUs 15.0.4: Putting the R in AutosRUs 5

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Context Module Sub Header

Getting Started with R 6

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15.1.1: Introduction to R Page

15.1.1: Introduction to R 15.1.1: Introduction to R 7

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15.1.2: Install R Page

15.1.2: Install R 15.1.2: Install R 8

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15.1.3: Install RStudio Page

15.1.3: Install RStudio 15.1.3: Install RStudio 9

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Context Module Sub Header

Programming and ETL in R 10

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15.2.1: Fundamentals of R Programming Page

15.2.1: Fundamentals of R Programming 15.2.1: Fundamentals of R Programming 11

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15.2.2: Functions in R Page

15.2.2: Functions in R 15.2.2: Functions in R 12

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15.2.3: Read and Write Using R Page

15.2.3: Read and Write Using R 15.2.3: Read and Write Using R 13

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15.2.4: Select Data in R Page

15.2.4: Select Data in R 15.2.4: Select Data in R 14

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15.2.5: Transform, Group, and Reshape Data Using the Tidyverse Package Page

15.2.5: Transform, Group, and Reshape Data Using the Tidyverse Package 15.2.5: Transform, Group, and Reshape Data Using the Tidyverse Package 15

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Context Module Sub Header

Visualize Your Data Using ggplot2 16

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15.3.1: Introduction to ggplot2 Page

15.3.1: Introduction to ggplot2 15.3.1: Introduction to ggplot2 17

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15.3.2: Build a Bar Plot in ggplot2 Page

15.3.2: Build a Bar Plot in ggplot2 15.3.2: Build a Bar Plot in ggplot2 18

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15.3.3: Add Formatting Functions Page

15.3.3: Add Formatting Functions 15.3.3: Add Formatting Functions 19

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15.3.4: Build a Line Plot in ggplot2 Page

15.3.4: Build a Line Plot in ggplot2 15.3.4: Build a Line Plot in ggplot2 20

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15.3.5: Create Advanced Boxplots in ggplot2 Page

15.3.5: Create Advanced Boxplots in ggplot2 15.3.5: Create Advanced Boxplots in ggplot2 21

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15.3.6: Create Heatmap Plots Page

15.3.6: Create Heatmap Plots 15.3.6: Create Heatmap Plots 22

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15.3.7: Add Layers to Plots Page

15.3.7: Add Layers to Plots 15.3.7: Add Layers to Plots 23

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Context Module Sub Header

Introduction to Statistical Tests 24

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15.4.1: Identifying Statistical Test Types Page

15.4.1: Identifying Statistical Test Types 15.4.1: Identifying Statistical Test Types 25

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15.4.2: Identify Different Data Types Page

15.4.2: Identify Different Data Types 15.4.2: Identify Different Data Types 26

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15.4.3: Dive Into Distributions Page

15.4.3: Dive Into Distributions 15.4.3: Dive Into Distributions 27

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15.4.4: Test for Normality Page

15.4.4: Test for Normality 15.4.4: Test for Normality 28

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15.4.5: Understand Skew Page

15.4.5: Understand Skew 15.4.5: Understand Skew 29

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Context Module Sub Header

Introduction to Hypothesis Testing 30

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15.5.1: Practice Hypothesis Testing Page

15.5.1: Practice Hypothesis Testing 15.5.1: Practice Hypothesis Testing 31

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15.5.2: Assess Error in Hypothesis Testing Page

15.5.2: Assess Error in Hypothesis Testing 15.5.2: Assess Error in Hypothesis Testing 32

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Context Module Sub Header

Perform an Analysis of Means in R 33

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15.6.1: Sample Versus Population Dataset Page

15.6.1: Sample Versus Population Dataset 15.6.1: Sample Versus Population Dataset 34

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15.6.2: Use the One-Sample t-Test Page

15.6.2: Use the One-Sample t-Test 15.6.2: Use the One-Sample t-Test 35

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15.6.3: Use the Two-Sample t-Test Page

15.6.3: Use the Two-Sample t-Test 15.6.3: Use the Two-Sample t-Test 36

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15.6.4: Use the Two-Sample t-Test to Compare Samples Page

15.6.4: Use the Two-Sample t-Test to Compare Samples 15.6.4: Use the Two-Sample t-Test to Compare Samples 37

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15.6.5: Use the ANOVA Test Page

15.6.5: Use the ANOVA Test 15.6.5: Use the ANOVA Test 38

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Context Module Sub Header

Correlation and Regression in R 39

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15.7.1: The Correlation Conundrum Page

15.7.1: The Correlation Conundrum 15.7.1: The Correlation Conundrum 40

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15.7.2: Return to Linear Regression Page

15.7.2: Return to Linear Regression 15.7.2: Return to Linear Regression 41

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15.7.3: Perform Multiple Linear Regression Page

15.7.3: Perform Multiple Linear Regression 15.7.3: Perform Multiple Linear Regression 42

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Context Module Sub Header

Characterize Categorical Data 43

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15.8.1: Category Complexities Page

15.8.1: Category Complexities 15.8.1: Category Complexities 44

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Context Module Sub Header

Getting Real With A/B Testing 45

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15.9.1: Practice A/B Testing Page

15.9.1: Practice A/B Testing 15.9.1: Practice A/B Testing 46

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Context Module Sub Header

Choose the Right Test for Your Data 47

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15.10.1: Whose Analysis Is It Anyway? Page

15.10.1: Whose Analysis Is It Anyway? 15.10.1: Whose Analysis Is It Anyway? 48

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Context Module Sub Header

Application 49

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Module 15 Challenge Assignment

Module 15 Challenge Module 15 Challenge 100 50

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Module 15 Career Connection Page

Module 15 Career Connection Module 15 Career Connection 51

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Module 16: Big Data

Module 16: Big Data Module 16: Big Data

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 16 1

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16.0.1: Grasping the Scope of Big Data Page

16.0.1: Grasping the Scope of Big Data 16.0.1: Grasping the Scope of Big Data 2

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16.0.2: Module 16 Roadmap Page

16.0.2: Module 16 Roadmap 16.0.2: Module 16 Roadmap 3

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16.0.3: Getting Ready for Virtual Class Page

16.0.3: Getting Ready for Virtual Class 16.0.3: Getting Ready for Virtual Class 4

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16.0.4: Welcome to Big Data! Page

16.0.4: Welcome to Big Data! 16.0.4: Welcome to Big Data! 5

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Context Module Sub Header

Overview of Big Data 6

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16.1.1: What Is Big Data? Page

16.1.1: What Is Big Data? 16.1.1: What Is Big Data? 7

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16.1.2: Big Data Technologies Page

16.1.2: Big Data Technologies 16.1.2: Big Data Technologies 8

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Context Module Sub Header

Using MapReduce to Process Data 9

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16.2.1: MapReduce Process Page

16.2.1: MapReduce Process 16.2.1: MapReduce Process 10

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16.2.2: mrjob Library Page

16.2.2: mrjob Library 16.2.2: mrjob Library 11

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Context Module Sub Header

Using Spark to Handle Large Datasets 12

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16.3.1: Key Features of Spark Page

16.3.1: Key Features of Spark 16.3.1: Key Features of Spark 13

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16.3.2: Spark Architecture Page

16.3.2: Spark Architecture 16.3.2: Spark Architecture 14

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16.3.3: Spark Parallelism Page

16.3.3: Spark Parallelism 16.3.3: Spark Parallelism 15

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16.3.4: Spark API Page

16.3.4: Spark API 16.3.4: Spark API 16

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Context Module Sub Header

Working with Spark DataFrames and Functions 17

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16.4.1: PySpark in Google Colab Notebooks Page

16.4.1: PySpark in Google Colab Notebooks 16.4.1: PySpark in Google Colab Notebooks 18

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16.4.2: Spark DataFrames and Datasets Page

16.4.2: Spark DataFrames and Datasets 16.4.2: Spark DataFrames and Datasets 19

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16.4.3: Spark Functions Page

16.4.3: Spark Functions 16.4.3: Spark Functions 20

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Context Module Sub Header

Natural Language Processing 21

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16.5.1: Natural Language Processing Page

16.5.1: Natural Language Processing 16.5.1: Natural Language Processing 22

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16.5.2: Computers Understanding Language Page

16.5.2: Computers Understanding Language 16.5.2: Computers Understanding Language 23

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16.5.3: NLP Core Concepts Page

16.5.3: NLP Core Concepts 16.5.3: NLP Core Concepts 24

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16.5.4: NLP Use Cases Page

16.5.4: NLP Use Cases 16.5.4: NLP Use Cases 25

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16.5.5: NLP Pipeline Page

16.5.5: NLP Pipeline 16.5.5: NLP Pipeline 26

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PySpark and Natural Language Processing 27

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16.6.1: Tokenize Data Page

16.6.1: Tokenize Data 16.6.1: Tokenize Data 28

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16.6.2: Stop Words Page

16.6.2: Stop Words 16.6.2: Stop Words 29

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16.6.3: Term Frequency-Inverse Document Frequency Weight Page

16.6.3: Term Frequency-Inverse Document Frequency Weight 16.6.3: Term Frequency-Inverse Document Frequency Weight 30

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16.6.4: Pipeline Setup to Run the Model Page

16.6.4: Pipeline Setup to Run the Model 16.6.4: Pipeline Setup to Run the Model 31

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16.6.5: Run the Model Page

16.6.5: Run the Model 16.6.5: Run the Model 32

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Context Module Sub Header

Cloud Databases with Amazon Web Services 33

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16.7.1: Evaluate Amazon Web Services Page

16.7.1: Evaluate Amazon Web Services 16.7.1: Evaluate Amazon Web Services 34

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16.7.2: Create an AWS Relational Database Page

16.7.2: Create an AWS Relational Database 16.7.2: Create an AWS Relational Database 35

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16.7.3: Connect pgAdmin to Your RDS Instance Page

16.7.3: Connect pgAdmin to Your RDS Instance 16.7.3: Connect pgAdmin to Your RDS Instance 36

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16.7.4: Test with Create, Read, Update, and Delete Page

16.7.4: Test with Create, Read, Update, and Delete 16.7.4: Test with Create, Read, Update, and Delete 37

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Context Module Sub Header

Cloud Storage with S3 on AWS 38

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16.8.1: Database Versus Data Storage Page

16.8.1: Database Versus Data Storage 16.8.1: Database Versus Data Storage 39

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16.8.2: AWS's Simple Storage Service Page

16.8.2: AWS's Simple Storage Service 16.8.2: AWS's Simple Storage Service 40

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16.8.3: PySpark and S3 Stored Data Page

16.8.3: PySpark and S3 Stored Data 16.8.3: PySpark and S3 Stored Data 41

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Context Module Sub Header

ETL in the Cloud 42

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16.9.1: PySpark ETL Page

16.9.1: PySpark ETL 16.9.1: PySpark ETL 43

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16.9.2: Shut Down Your Instances Page

16.9.2: Shut Down Your Instances 16.9.2: Shut Down Your Instances 44

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16.9.3: Check AWS billing Page

16.9.3: Check AWS billing 16.9.3: Check AWS billing 45

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Context Module Sub Header

Application 46

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Module 16 Challenge Assignment

Module 16 Challenge Module 16 Challenge 100 47

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Module 16 Career Connection Page

Module 16 Career Connection Module 16 Career Connection 48

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Module 17: Supervised Machine Learning and Credit Risk

Module 17: Supervised Machine Learning and Credit Risk Module 17: Supervised Machine Learning and Credit Risk

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 17 1

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17.0.1: Introduction to Machine Learning Page

17.0.1: Introduction to Machine Learning 17.0.1: Introduction to Machine Learning 2

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17.0.2: Module 17 Roadmap Page

17.0.2: Module 17 Roadmap 17.0.2: Module 17 Roadmap 3

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17.0.3: Getting Ready for Virtual Class Page

17.0.3: Getting Ready for Virtual Class 17.0.3: Getting Ready for Virtual Class 4

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17.0.4: Predicting Credit Risk Page

17.0.4: Predicting Credit Risk 17.0.4: Predicting Credit Risk 5

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Context Module Sub Header

Machine Learning Environment 6

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17.1.1: Create a Machine Learning Environment Page

17.1.1: Create a Machine Learning Environment 17.1.1: Create a Machine Learning Environment 7

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Context Module Sub Header

Supervised Learning 8

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17.2.1: Overview of Machine Learning Page

17.2.1: Overview of Machine Learning 17.2.1: Overview of Machine Learning 9

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17.2.2: Supervised Learning: Regression and Classification Page

17.2.2: Supervised Learning: Regression and Classification 17.2.2: Supervised Learning: Regression and Classification 10

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17.2.3: Linear Regression Example Page

17.2.3: Linear Regression Example 17.2.3: Linear Regression Example 11

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Context Module Sub Header

Logistic Regression 12

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17.3.1: Overview of Logistic Regression Page

17.3.1: Overview of Logistic Regression 17.3.1: Overview of Logistic Regression 13

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17.3.2: Logistic Regression to Predict Diabetes Page

17.3.2: Logistic Regression to Predict Diabetes 17.3.2: Logistic Regression to Predict Diabetes 14

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17.3.3: How Logistic Regression Works Page

17.3.3: How Logistic Regression Works 17.3.3: How Logistic Regression Works 15

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Context Module Sub Header

Classification Model Validation 16

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17.4.1: Assess Accuracy, Precision, and Sensitivity Page

17.4.1: Assess Accuracy, Precision, and Sensitivity 17.4.1: Assess Accuracy, Precision, and Sensitivity 17

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17.4.2: Confusion Matrix in Practice Page

17.4.2: Confusion Matrix in Practice 17.4.2: Confusion Matrix in Practice 18

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Context Module Sub Header

Support Vector Machines 19

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17.5.1: Overview of Support Vector Machines Page

17.5.1: Overview of Support Vector Machines 17.5.1: Overview of Support Vector Machines 20

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17.5.2: SVM in Practice Page

17.5.2: SVM in Practice 17.5.2: SVM in Practice 21

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Context Module Sub Header

Data Preprocessing in Machine Learning 22

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17.6.1: Encode Labels With Pandas Page

17.6.1: Encode Labels With Pandas 17.6.1: Encode Labels With Pandas 23

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17.6.2: Encode Labels With Scikit-learn Page

17.6.2: Encode Labels With Scikit-learn 17.6.2: Encode Labels With Scikit-learn 24

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17.6.3: Create Custom Encoding Page

17.6.3: Create Custom Encoding 17.6.3: Create Custom Encoding 25

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17.6.4: Scale and Normalize Data Page

17.6.4: Scale and Normalize Data 17.6.4: Scale and Normalize Data 26

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Context Module Sub Header

Decision Trees 27

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17.7.1: Overview of Decision Trees Page

17.7.1: Overview of Decision Trees 17.7.1: Overview of Decision Trees 28

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17.7.2: Predict Loan Application Approval Page

17.7.2: Predict Loan Application Approval 17.7.2: Predict Loan Application Approval 29

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17.7.3: Make Predictions and Evaluate Results Page

17.7.3: Make Predictions and Evaluate Results 17.7.3: Make Predictions and Evaluate Results 30

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Context Module Sub Header

Ensemble Learning and Random Forests 31

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17.8.1: Overview of Ensemble Learning Page

17.8.1: Overview of Ensemble Learning 17.8.1: Overview of Ensemble Learning 32

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17.8.2: Predict Loan Applications Page

17.8.2: Predict Loan Applications 17.8.2: Predict Loan Applications 33

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17.8.3: Fit the Model, Make Predictions, and Evaluate Results Page

17.8.3: Fit the Model, Make Predictions, and Evaluate Results 17.8.3: Fit the Model, Make Predictions, and Evaluate Results 34

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Context Module Sub Header

Bagging and Boosting 35

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17.9.1: Bootstrap Aggregation Page

17.9.1: Bootstrap Aggregation 17.9.1: Bootstrap Aggregation 36

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17.9.2: Boosting Page

17.9.2: Boosting 17.9.2: Boosting 37

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17.9.3: Boosting in Practice Page

17.9.3: Boosting in Practice 17.9.3: Boosting in Practice 38

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Context Module Sub Header

Techniques to Resolve Class Imbalance 39

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17.10.1: Oversampling Page

17.10.1: Oversampling 17.10.1: Oversampling 40

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17.10.2: Undersampling Page

17.10.2: Undersampling 17.10.2: Undersampling 41

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17.10.3: Combination Sampling With SMOTEENN Page

17.10.3: Combination Sampling With SMOTEENN 17.10.3: Combination Sampling With SMOTEENN 42

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Context Module Sub Header

Application 43

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Module 17 Challenge Assignment

Module 17 Challenge Module 17 Challenge 100 44

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Module 17 Career Connection Page

Module 17 Career Connection Module 17 Career Connection 45

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Module 18: Unsupervised Machine Learning and Cryptocurrencies

Module 18: Unsupervised Machine Learning and Cryptocurrencies Module 18: Unsupervised Machine Learning and Cryptocurrencies

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 18 1

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18.0.1: Using Unsupervised Learning to Discover Unknown Patterns Page

18.0.1: Using Unsupervised Learning to Discover Unknown Patterns 18.0.1: Using Unsupervised Learning to Discover Unknown Patterns 2

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18.0.2: Module 18 Roadmap Page

18.0.2: Module 18 Roadmap 18.0.2: Module 18 Roadmap 3

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18.0.3: Getting Ready for Virtual Class Page

18.0.3: Getting Ready for Virtual Class 18.0.3: Getting Ready for Virtual Class 4

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18.0.4: Unsupervised Learning and Crypto Page

18.0.4: Unsupervised Learning and Crypto 18.0.4: Unsupervised Learning and Crypto 5

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Context Module Sub Header

Supervised vs. Unsupervised Learning 6

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18.1.1: Supervised Learning Recap Page

18.1.1: Supervised Learning Recap 18.1.1: Supervised Learning Recap 7

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18.1.2: Unsupervised Learning Page

18.1.2: Unsupervised Learning 18.1.2: Unsupervised Learning 8

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18.1.3: Types of Unsupervised Learning: Transformations and Clustering Page

18.1.3: Types of Unsupervised Learning: Transformations and Clustering 18.1.3: Types of Unsupervised Learning: Transformations and Clustering 9

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18.1.4: Install Your Tools Page

18.1.4: Install Your Tools 18.1.4: Install Your Tools 10

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Context Module Sub Header

Data Preprocessing 11

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18.2.1: Steps for Preparing Data Page

18.2.1: Steps for Preparing Data 18.2.1: Steps for Preparing Data 12

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18.2.2: Pandas Refresher Page

18.2.2: Pandas Refresher 18.2.2: Pandas Refresher 13

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18.2.3: Preprocessing Data With Pandas Page

18.2.3: Preprocessing Data With Pandas 18.2.3: Preprocessing Data With Pandas 14

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18.2.4: Data Selection Page

18.2.4: Data Selection 18.2.4: Data Selection 15

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18.2.5: Data Processing Page

18.2.5: Data Processing 18.2.5: Data Processing 16

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18.2.6: Data Transformation Page

18.2.6: Data Transformation 18.2.6: Data Transformation 17

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Context Module Sub Header

Clustering and the K-means Algorithm 18

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18.3.1: Clustering Data Page

18.3.1: Clustering Data 18.3.1: Clustering Data 19

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18.3.2: K-means Algorithm Page

18.3.2: K-means Algorithm 18.3.2: K-means Algorithm 20

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18.3.3: Trial and Error of Finding Centroids Page

18.3.3: Trial and Error of Finding Centroids 18.3.3: Trial and Error of Finding Centroids 21

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Context Module Sub Header

Using the Elbow Curve to Find Centroids 22

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18.4.1: Elbow Curve Page

18.4.1: Elbow Curve 18.4.1: Elbow Curve 23

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18.4.2: Use the Elbow Curve Page

18.4.2: Use the Elbow Curve 18.4.2: Use the Elbow Curve 24

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Context Module Sub Header

Manage Data Features 25

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18.5.1: Dimensionality Reduction Page

18.5.1: Dimensionality Reduction 18.5.1: Dimensionality Reduction 26

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18.5.2: Principal Component Analysis Page

18.5.2: Principal Component Analysis 18.5.2: Principal Component Analysis 27

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18.5.3: Mean, Variance, and Covariance Page

18.5.3: Mean, Variance, and Covariance 18.5.3: Mean, Variance, and Covariance 28

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18.5.4: Linear Transformations Page

18.5.4: Linear Transformations 18.5.4: Linear Transformations 29

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18.5.5: PCA's Underlying Theory Page

18.5.5: PCA's Underlying Theory 18.5.5: PCA's Underlying Theory 30

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Context Module Sub Header

Hierarchical Clustering 31

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18.6.1: Understanding Hierarchical Clustering Page

18.6.1: Understanding Hierarchical Clustering 18.6.1: Understanding Hierarchical Clustering 32

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18.6.2: Dendrograms Page

18.6.2: Dendrograms 18.6.2: Dendrograms 33

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18.6.3: Running Hierarchical Clustering Page

18.6.3: Running Hierarchical Clustering 18.6.3: Running Hierarchical Clustering 34

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18.6.4: K-means vs. Hierarchical Clustering Page

18.6.4: K-means vs. Hierarchical Clustering 18.6.4: K-means vs. Hierarchical Clustering 35

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Context Module Sub Header

Application 36

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Module 18 Challenge Assignment

Module 18 Challenge Module 18 Challenge 100 37

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Module 18 Career Connection Page

Module 18 Career Connection Module 18 Career Connection 38

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Module 19: Neural Networks and Deep Learning Models

Module 19: Neural Networks and Deep Learning Models Module 19: Neural Networks and Deep Learning Models

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to Module 19 1

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19.0.1: The Rise of Machine Learning Page

19.0.1: The Rise of Machine Learning 19.0.1: The Rise of Machine Learning 2

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19.0.2: Module 19 Roadmap Page

19.0.2: Module 19 Roadmap 19.0.2: Module 19 Roadmap 3

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19.0.3: Getting Ready for Virtual Class Page

19.0.3: Getting Ready for Virtual Class 19.0.3: Getting Ready for Virtual Class 4

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19.0.4: Nonprofit Networking Page

19.0.4: Nonprofit Networking 19.0.4: Nonprofit Networking 5

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Context Module Sub Header

Introduction to Neural Networks 6

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19.1.1: What Is a Neural Network? Page

19.1.1: What Is a Neural Network? 19.1.1: What Is a Neural Network? 7

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19.1.2: Perceptron, the Computational Neuron Page

19.1.2: Perceptron, the Computational Neuron 19.1.2: Perceptron, the Computational Neuron 8

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19.1.3: Make the Connections and Explore TensorFlow Playground Page

19.1.3: Make the Connections and Explore TensorFlow Playground 19.1.3: Make the Connections and Explore TensorFlow Playground 9

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Context Module Sub Header

Build Your First Neural Network 10

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19.2.1: Set Up the TensorFlow Pipeline Page

19.2.1: Set Up the TensorFlow Pipeline 19.2.1: Set Up the TensorFlow Pipeline 11

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19.2.2: Build a Basic Neural Network Page

19.2.2: Build a Basic Neural Network 19.2.2: Build a Basic Neural Network 12

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19.2.3: Train and Test a Basic Neural Network Page

19.2.3: Train and Test a Basic Neural Network 19.2.3: Train and Test a Basic Neural Network 13

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19.2.4: Nuances of Neural Networks on Nonlinear Numbers Page

19.2.4: Nuances of Neural Networks on Nonlinear Numbers 19.2.4: Nuances of Neural Networks on Nonlinear Numbers 14

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19.2.5: Create the Connective Tissue, the Multiple Neuron Neural Network Page

19.2.5: Create the Connective Tissue, the Multiple Neuron Neural Network 19.2.5: Create the Connective Tissue, the Multiple Neuron Neural Network 15

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19.2.6: Give Your Model a Synaptic Boost Page

19.2.6: Give Your Model a Synaptic Boost 19.2.6: Give Your Model a Synaptic Boost 16

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Context Module Sub Header

Prepare Your Neural Network Datasets 17

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19.3.1: Measure Twice, Model Once Page

19.3.1: Measure Twice, Model Once 19.3.1: Measure Twice, Model Once 18

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19.3.2: The Headache of Categorical Variables Page

19.3.2: The Headache of Categorical Variables 19.3.2: The Headache of Categorical Variables 19

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19.3.3: Practice Encoding Categorical Variables Page

19.3.3: Practice Encoding Categorical Variables 19.3.3: Practice Encoding Categorical Variables 20

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19.3.4: Span the Gap Using Standardization Page

19.3.4: Span the Gap Using Standardization 19.3.4: Span the Gap Using Standardization 21

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Context Module Sub Header

Dig Deeper Into Neural Networks 22

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19.4.1: Unleash the Hidden Potential of Neural Networks Page

19.4.1: Unleash the Hidden Potential of Neural Networks 19.4.1: Unleash the Hidden Potential of Neural Networks 23

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19.4.2: Real Data, Real Practice Imports and Setup Page

19.4.2: Real Data, Real Practice Imports and Setup 19.4.2: Real Data, Real Practice Imports and Setup 24

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19.4.3: Real Data, Real Practice Preprocessing Page

19.4.3: Real Data, Real Practice Preprocessing 19.4.3: Real Data, Real Practice Preprocessing 25

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19.4.4: Real Data, Real Practice Deep Learning Model Design Page

19.4.4: Real Data, Real Practice Deep Learning Model Design 19.4.4: Real Data, Real Practice Deep Learning Model Design 26

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19.4.5: Real Data, Real Practice Train and Evaluate the Model Page

19.4.5: Real Data, Real Practice Train and Evaluate the Model 19.4.5: Real Data, Real Practice Train and Evaluate the Model 27

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Context Module Sub Header

Select the Best Model for Your Dataset 28

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19.5.1: Whose Model Is It Anyway? Page

19.5.1: Whose Model Is It Anyway? 19.5.1: Whose Model Is It Anyway? 29

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19.5.2: Logistic Regression Vs. a Basic Neural Network Page

19.5.2: Logistic Regression Vs. a Basic Neural Network 19.5.2: Logistic Regression Vs. a Basic Neural Network 30

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19.5.3: Support Vector Machine Vs. Deep Learning Model Page

19.5.3: Support Vector Machine Vs. Deep Learning Model 19.5.3: Support Vector Machine Vs. Deep Learning Model 31

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19.5.4: Random Forest Vs. Deep Learning Model Page

19.5.4: Random Forest Vs. Deep Learning Model 19.5.4: Random Forest Vs. Deep Learning Model 32

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Context Module Sub Header

Export and Import Trained Models 33

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19.6.1: Checkpoints Are Not Just for Video Games Page

19.6.1: Checkpoints Are Not Just for Video Games 19.6.1: Checkpoints Are Not Just for Video Games 34

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19.6.2: For Best Results, Please Save After Training Page

19.6.2: For Best Results, Please Save After Training 19.6.2: For Best Results, Please Save After Training 35

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Context Module Sub Header

Application 36

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Module 19 Challenge Assignment

Module 19 Challenge Module 19 Challenge 100 37

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Module 19 Career Connection Page

Module 19 Career Connection Module 19 Career Connection 38

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Unit Assessment: Analytical Modeling and Big Data Assignment

Unit Assessment: Analytical Modeling and Big Data Unit Assessment: Analytical Modeling and Big Data 100 39

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Module 20: Final Project

Module 20: Final Project Module 20: Final Project

Prerequisites: Module 0: Getting Started

Complete All Items

Context Module Sub Header

Introduction to the Group Project and Project Overview 1

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20.0.1: The End of the Beginning Page

20.0.1: The End of the Beginning 20.0.1: The End of the Beginning 2

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20.0.2: Data Storytelling Page

20.0.2: Data Storytelling 20.0.2: Data Storytelling 3

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20.0.3: Collaboration Page

20.0.3: Collaboration 20.0.3: Collaboration 4

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20.0.4: Project Roadmap Page

20.0.4: Project Roadmap 20.0.4: Project Roadmap 5

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20.0.5: Getting Ready for Virtual Class Page

20.0.5: Getting Ready for Virtual Class 20.0.5: Getting Ready for Virtual Class 6

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20.0.6: Final Segment Rubric Page

20.0.6: Final Segment Rubric 20.0.6: Final Segment Rubric 7

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20.0.7: Work with Your Team Page

20.0.7: Work with Your Team 20.0.7: Work with Your Team 8

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Context Module Sub Header

First Segment: Sketch It Out 9

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20.1.1: First Segment Overview Page

20.1.1: First Segment Overview 20.1.1: First Segment Overview 10

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20.1.2: Build Your Foundation Page

20.1.2: Build Your Foundation 20.1.2: Build Your Foundation 11

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20.1.3: First Segment Rubric Page

20.1.3: First Segment Rubric 20.1.3: First Segment Rubric 12

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20.1.4: Team Page

20.1.4: Team 20.1.4: Team 13

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20.1.5: Square Role Page

20.1.5: Square Role 20.1.5: Square Role 14

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20.1.6: Triangle Role Page

20.1.6: Triangle Role 20.1.6: Triangle Role 15

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20.1.7: Circle Role Page

20.1.7: Circle Role 20.1.7: Circle Role 16

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20.1.8: X Role Page

20.1.8: X Role 20.1.8: X Role 17

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Module 20 First Segment Project Deliverable Assignment

Module 20 First Segment Project Deliverable Module 20 First Segment Project Deliverable 100 18

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Context Module Sub Header

Second Segment: Build the Pieces 19

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20.2.1: Overview Page

20.2.1: Overview 20.2.1: Overview 20

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20.2.2: Build the Pieces Page

20.2.2: Build the Pieces 20.2.2: Build the Pieces 21

wiki_page 474789 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.2.3: Second Segment Rubric Page

20.2.3: Second Segment Rubric 20.2.3: Second Segment Rubric 22

wiki_page 474796 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.2.4: Team Page

20.2.4: Team 20.2.4: Team 23

wiki_page 474801 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.2.5: Square Role Page

20.2.5: Square Role 20.2.5: Square Role 24

wiki_page 474808 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.2.6: Triangle Role Page

20.2.6: Triangle Role 20.2.6: Triangle Role 25

wiki_page 474816 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.2.7: Circle Role Page

20.2.7: Circle Role 20.2.7: Circle Role 26

wiki_page 474822 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.2.8: X Role Page

20.2.8: X Role 20.2.8: X Role 27

wiki_page 474830 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Module 20 Second Segment Project Deliverable Assignment

Module 20 Second Segment Project Deliverable Module 20 Second Segment Project Deliverable 100 28

assignment 474838 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Third Segment: Plug It In 29

context_module_sub_header 474846 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.3.1: Overview Page

20.3.1: Overview 20.3.1: Overview 30

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.3.2: Plug It In Page

20.3.2: Plug It In 20.3.2: Plug It In 31

wiki_page 474862 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.3.3: Third Segment Rubric Page

20.3.3: Third Segment Rubric 20.3.3: Third Segment Rubric 32

wiki_page 474867 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.3.4: Square Role Page

20.3.4: Square Role 20.3.4: Square Role 33

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.3.5: Triangle Role Page

20.3.5: Triangle Role 20.3.5: Triangle Role 34

wiki_page 474884 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.3.6: Circle Role Page

20.3.6: Circle Role 20.3.6: Circle Role 35

wiki_page 474891 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.3.7: X Role Page

20.3.7: X Role 20.3.7: X Role 36

wiki_page 474898 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Module 20 Third Segment Project Deliverable Assignment

Module 20 Third Segment Project Deliverable Module 20 Third Segment Project Deliverable 100 37

assignment 474904 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Fourth Segment: Put It All Together 38

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.4.1: Overview Page

20.4.1: Overview 20.4.1: Overview 39

wiki_page 474915 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.4.2: Put It All Together Page

20.4.2: Put It All Together 20.4.2: Put It All Together 40

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.4.3: Fourth Segment Rubric Page

20.4.3: Fourth Segment Rubric 20.4.3: Fourth Segment Rubric 41

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.4.4: Square Role Page

20.4.4: Square Role 20.4.4: Square Role 42

wiki_page 474937 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.4.5: Circle Role Page

20.4.5: Circle Role 20.4.5: Circle Role 43

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.4.6: Triangle Role Page

20.4.6: Triangle Role 20.4.6: Triangle Role 44

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
20.4.7: X Role Page

20.4.7: X Role 20.4.7: X Role 45

wiki_page 474965 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Module 20 Fourth Segment Project Deliverable Assignment

Module 20 Fourth Segment Project Deliverable Module 20 Fourth Segment Project Deliverable 100 46

must_submit assignment 474972 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Context Module Sub Header

Individual Self-Assessment 47

context_module_sub_header 474979 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
Module 20 Individual Self Assessment Deliverable Assignment

Module 20 Individual Self Assessment Deliverable Module 20 Individual Self Assessment Deliverable 10 48

assignment 474986 1

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Module 21: Course Wrap-Up

Module 21: Course Wrap-Up Module 21: Course Wrap-Up

Prerequisites: Module 20: Final Project

Context Module Sub Header

Course Wrap-Up 1

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Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete
21.0.1: Congratulations Page

21.0.1: Congratulations 21.0.1: Congratulations 2

wiki_page 475019 0

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete

Score at least Must score at least to complete this module item Scored at least Module item has been completed by scoring at least View Must view in order to complete this module item Viewed Module item has been viewed and is complete Mark done Must mark this module item done in order to complete Marked done Module item marked as done and is complete Contribute Must contribute to this module item to complete it Contributed Contributed to this module item and is complete Submit Must submit this module item to complete it Submitted Module item submitted and is complete